From 0fc82df61abd7416167247fe66b0cf2779758220 Mon Sep 17 00:00:00 2001 From: Ogarkov Ilya Date: Thu, 23 Oct 2025 22:52:41 +0300 Subject: [PATCH] =?UTF-8?q?=D0=9F=D0=BE=D1=87=D1=82=D0=B8=20=D0=B4=D0=BE?= =?UTF-8?q?=D0=B4=D0=B5=D0=BB=D0=B0=D0=BD=D0=BD=D1=8B=D0=B9=20=D0=BE=D1=82?= =?UTF-8?q?=D1=87=D1=91=D1=82?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../SOCR_Data_MLB_HeightsWeights.txt | 1035 +++++++++++++++++ .../task1_Fisher.py | 65 ++ .../task1_HW.py | 107 ++ .../task2_Fisher.py | 102 ++ .../task2_HW.py | 118 ++ .../task3_Fisher.py | 67 ++ .../task3_HW.py | 66 ++ .../task5_Fisher.py | 45 + .../task5_HW.py | 56 + ...ит_знач_ДурбинВатсон.jpg | Bin 0 -> 198606 bytes ...ная работа №1 ИАД 2025.docx | Bin 0 -> 25839 bytes ИАД/lr1/Отчёт1лр.docx | Bin 0 -> 547780 bytes 12 files changed, 1661 insertions(+) create mode 100644 ИАД/lr1/python-files переделаные/SOCR_Data_MLB_HeightsWeights.txt create mode 100644 ИАД/lr1/python-files переделаные/task1_Fisher.py create mode 100644 ИАД/lr1/python-files переделаные/task1_HW.py create mode 100644 ИАД/lr1/python-files переделаные/task2_Fisher.py create mode 100644 ИАД/lr1/python-files переделаные/task2_HW.py create mode 100644 ИАД/lr1/python-files переделаные/task3_Fisher.py create mode 100644 ИАД/lr1/python-files переделаные/task3_HW.py create mode 100644 ИАД/lr1/python-files переделаные/task5_Fisher.py create mode 100644 ИАД/lr1/python-files переделаные/task5_HW.py create mode 100644 ИАД/lr1/python-files переделаные/Крит_знач_ДурбинВатсон.jpg create mode 100644 ИАД/lr1/Лабораторная работа №1 ИАД 2025.docx create mode 100644 ИАД/lr1/Отчёт1лр.docx diff --git a/ИАД/lr1/python-files переделаные/SOCR_Data_MLB_HeightsWeights.txt b/ИАД/lr1/python-files переделаные/SOCR_Data_MLB_HeightsWeights.txt new file mode 100644 index 0000000..2949f32 --- /dev/null +++ b/ИАД/lr1/python-files переделаные/SOCR_Data_MLB_HeightsWeights.txt @@ -0,0 +1,1035 @@ +Name Team Position Height(inches) Weight(pounds) Age +Adam_Donachie BAL Catcher 74 180 22.99 +Paul_Bako BAL Catcher 74 215 34.69 +Ramon_Hernandez BAL Catcher 72 210 30.78 +Kevin_Millar BAL First_Baseman 72 210 35.43 +Chris_Gomez BAL First_Baseman 73 188 35.71 +Brian_Roberts BAL Second_Baseman 69 176 29.39 +Miguel_Tejada BAL Shortstop 69 209 30.77 +Melvin_Mora BAL Third_Baseman 71 200 35.07 +Aubrey_Huff BAL Third_Baseman 76 231 30.19 +Adam_Stern BAL Outfielder 71 180 27.05 +Jeff_Fiorentino BAL Outfielder 73 188 23.88 +Freddie_Bynum BAL Outfielder 73 180 26.96 +Nick_Markakis BAL Outfielder 74 185 23.29 +Brandon_Fahey BAL Outfielder 74 160 26.11 +Corey_Patterson BAL Outfielder 69 180 27.55 +Jay_Payton BAL Outfielder 70 185 34.27 +Jay_Gibbons BAL Designated_Hitter 72 197 30 +Erik_Bedard BAL Starting_Pitcher 73 189 27.99 +Hayden_Penn BAL Starting_Pitcher 75 185 22.38 +Adam_Loewen BAL Starting_Pitcher 78 219 22.89 +Daniel_Cabrera BAL Starting_Pitcher 79 230 25.76 +Steve_Trachsel BAL Starting_Pitcher 76 205 36.33 +Jaret_Wright BAL Starting_Pitcher 74 230 31.17 +Kris_Benson BAL Starting_Pitcher 76 195 32.31 +Scott_Williamson BAL Relief_Pitcher 72 180 31.03 +John_Parrish BAL Relief_Pitcher 71 192 29.26 +Danys_Baez BAL Relief_Pitcher 75 225 29.47 +Chad_Bradford BAL Relief_Pitcher 77 203 32.46 +Jamie_Walker BAL Relief_Pitcher 74 195 35.67 +Brian_Burres BAL Relief_Pitcher 73 182 25.89 +Kurt_Birkins BAL Relief_Pitcher 74 188 26.55 +James_Hoey BAL Relief_Pitcher 78 200 24.17 +Sendy_Rleal BAL Relief_Pitcher 73 180 26.69 +Chris_Ray BAL Relief_Pitcher 75 200 25.13 +Jeremy_Guthrie BAL Relief_Pitcher 73 200 27.9 +A.J._Pierzynski CWS Catcher 75 245 30.17 +Toby_Hall CWS Catcher 75 240 31.36 +Paul_Konerko CWS First_Baseman 74 215 30.99 +Tadahito_Iguchi CWS Second_Baseman 69 185 32.24 +Juan_Uribe CWS Shortstop 71 175 27.61 +Alex_Cintron CWS Shortstop 74 199 28.2 +Joe_Crede CWS Third_Baseman 73 200 28.85 +Josh_Fields CWS Third_Baseman 73 215 24.21 +Ryan_Sweeney CWS Outfielder 76 200 22.02 +Brian_N._Anderson CWS Outfielder 74 205 24.97 +Luis_Terrero CWS Outfielder 74 206 26.78 +Pablo_Ozuna CWS Outfielder 70 186 32.51 +Scott_Podsednik CWS Outfielder 72 188 30.95 +Jermaine_Dye CWS Outfielder 77 220 33.09 +Darin_Erstad CWS Outfielder 74 210 32.74 +Rob_Mackowiak CWS Outfielder 70 195 30.69 +Jim_Thome CWS Designated_Hitter 76 244 36.51 +Jerry_Owens CWS Designated_Hitter 75 195 26.03 +Charlie_Haeger CWS Starting_Pitcher 73 200 23.45 +Heath_Phillips CWS Starting_Pitcher 75 200 24.94 +Gavin_Floyd CWS Starting_Pitcher 76 212 24.09 +Jose_Contreras CWS Starting_Pitcher 76 224 35.23 +Jon_Garland CWS Starting_Pitcher 78 210 27.43 +Javier_Vazquez CWS Starting_Pitcher 74 205 30.6 +Mark_Buehrle CWS Starting_Pitcher 74 220 27.94 +Mike_MacDougal CWS Relief_Pitcher 76 195 29.99 +David_Aardsma CWS Relief_Pitcher 77 200 25.17 +Andrew_Sisco CWS Relief_Pitcher 81 260 24.13 +Matt_Thornton CWS Relief_Pitcher 78 228 30.46 +Bobby_Jenks CWS Relief_Pitcher 75 270 25.96 +Boone_Logan CWS Relief_Pitcher 77 200 22.55 +Sean_Tracey CWS Relief_Pitcher 75 210 26.29 +Nick_Masset CWS Relief_Pitcher 76 190 24.79 +Jose_Molina ANA Catcher 74 220 31.74 +Jeff_Mathis ANA Catcher 72 180 23.92 +Mike_Napoli ANA Catcher 72 205 25.33 +Casey_Kotchman ANA First_Baseman 75 210 24.02 +Kendry_Morales ANA First_Baseman 73 220 23.7 +Shea_Hillenbrand ANA First_Baseman 73 211 31.59 +Robb_Quinlan ANA First_Baseman 73 200 29.95 +Howie_Kendrick ANA First_Baseman 70 180 23.64 +Orlando_Cabrera ANA Shortstop 70 190 32.33 +Erick_Aybar ANA Shortstop 70 170 23.13 +Dallas_McPherson ANA Third_Baseman 76 230 26.6 +Maicer_Izturis ANA Third_Baseman 68 155 26.46 +Reggie_Willits ANA Outfielder 71 185 25.75 +Tommy_Murphy ANA Outfielder 72 185 27.51 +Terry_Evans ANA Outfielder 75 200 25.11 +Gary_Matthews_Jr. ANA Outfielder 75 225 32.51 +Garret_Anderson ANA Outfielder 75 225 34.67 +Vladimir_Guerrero ANA Outfielder 75 220 31.06 +Chone_Figgins ANA Outfielder 68 160 29.1 +Juan_Rivera ANA Outfielder 74 205 28.66 +John_Lackey ANA Starting_Pitcher 78 235 28.35 +Bartolo_Colon ANA Starting_Pitcher 71 250 33.77 +Kelvim_Escobar ANA Starting_Pitcher 73 210 30.89 +Dustin_Moseley ANA Starting_Pitcher 76 190 37.74 +Ervin_Santana ANA Starting_Pitcher 74 160 24.14 +Joe_Saunders ANA Starting_Pitcher 74 200 25.71 +Jered_Weaver ANA Starting_Pitcher 79 205 24.41 +Chris_Resop ANA Relief_Pitcher 75 222 24.32 +Phil_Seibel ANA Relief_Pitcher 73 195 28.09 +Justin_Speier ANA Relief_Pitcher 76 205 33.31 +Darren_Oliver ANA Relief_Pitcher 74 220 36.4 +Hector_Carrasco ANA Relief_Pitcher 74 220 37.36 +Scot_Shields ANA Relief_Pitcher 73 170 31.61 +Francisco_Rodriguez ANA Relief_Pitcher 72 185 25.14 +Greg_Jones ANA Relief_Pitcher 74 195 30.29 +Doug_Mirabelli BOS Catcher 73 220 36.37 +Jason_Varitek BOS Catcher 74 230 34.89 +George_Kottaras BOS Catcher 72 180 23.79 +Kevin_Youkilis BOS First_Baseman 73 220 27.96 +Dustin_Pedroia BOS Second_Baseman 69 180 23.54 +Alex_Cora BOS Shortstop 72 180 31.37 +Julio_Lugo BOS Shortstop 73 170 31.29 +Mike_Lowell BOS Third_Baseman 75 210 33.01 +Wily_Mo_Pe?a BOS Outfielder 75 215 25.1 +J.D._Drew BOS Outfielder 73 200 31.28 +Manny_Ramirez BOS Outfielder 72 213 34.75 +Brandon_Moss BOS Outfielder 72 180 23.46 +David_Murphy BOS Outfielder 76 192 25.37 +Eric_Hinske BOS Outfielder 74 235 29.57 +Coco_Crisp BOS Outfielder 72 185 27.33 +David_Ortiz BOS Designated_Hitter 76 230 31.28 +Curt_Schilling BOS Starting_Pitcher 77 235 40.29 +Tim_Wakefield BOS Starting_Pitcher 74 210 40.58 +Josh_Beckett BOS Starting_Pitcher 77 222 26.79 +Matt_Clement BOS Starting_Pitcher 75 210 32.55 +Jonathan_Papelbon BOS Starting_Pitcher 76 230 26.27 +Kyle_Snyder BOS Starting_Pitcher 80 220 29.47 +Devern_Hansack BOS Starting_Pitcher 74 180 29.07 +Jon_Lester BOS Starting_Pitcher 74 190 23.15 +Kason_Gabbard BOS Starting_Pitcher 75 200 24.9 +Craig_Hansen BOS Relief_Pitcher 78 210 23.29 +Hideki_Okajima BOS Relief_Pitcher 73 194 31.18 +Craig_Breslow BOS Relief_Pitcher 73 180 26.56 +Manny_Delcarmen BOS Relief_Pitcher 74 190 25.03 +Brendan_Donnelly BOS Relief_Pitcher 75 240 35.66 +Javier_Lopez BOS Relief_Pitcher 76 200 29.64 +J.C._Romero BOS Relief_Pitcher 71 198 30.74 +Joel_Pineiro BOS Relief_Pitcher 73 200 28.43 +Julian_Tavarez BOS Relief_Pitcher 74 195 33.77 +Mike_Timlin BOS Relief_Pitcher 76 210 40.97 +Nick_DeBarr BOS Relief_Pitcher 76 220 23.52 +Victor_Martinez CLE Catcher 74 190 28.19 +Kelly_Shoppach CLE Catcher 73 210 26.84 +Ryan_Garko CLE First_Baseman 74 225 26.16 +Joe_Inglett CLE Second_Baseman 70 180 28.67 +Josh_Barfield CLE Second_Baseman 72 185 24.2 +Hector_Luna CLE Second_Baseman 73 170 27.08 +Jhonny_Peralta CLE Shortstop 73 185 24.76 +Andy_Marte CLE Third_Baseman 73 185 23.36 +Ben_Francisco CLE Outfielder 73 180 25.35 +Shin-Soo_Choo CLE Outfielder 71 178 24.63 +Franklin_Gutierrez CLE Outfielder 74 175 24.02 +Grady_Sizemore CLE Outfielder 74 200 24.58 +Jason_Michaels CLE Outfielder 72 204 30.82 +Trot_Nixon CLE Outfielder 74 211 32.89 +David_Dellucci CLE Outfielder 71 190 33.33 +Casey_Blake CLE Outfielder 74 210 33.52 +Travis_Hafner CLE Designated_Hitter 75 240 29.74 +Paul_Byrd CLE Starting_Pitcher 73 190 36.24 +Cliff_Lee CLE Starting_Pitcher 75 190 28.5 +Jake_Westbrook CLE Starting_Pitcher 75 185 29.42 +C.C._Sabathia CLE Starting_Pitcher 79 290 26.61 +Jeremy_Sowers CLE Starting_Pitcher 73 175 23.79 +Rafael_Perez CLE Relief_Pitcher 75 185 24.96 +Brian_Slocum CLE Relief_Pitcher 76 200 25.93 +Edward_Mujica CLE Relief_Pitcher 74 220 22.81 +Fernando_Cabrera CLE Relief_Pitcher 76 170 25.29 +Tom_Mastny CLE Relief_Pitcher 78 220 26.07 +Juan_Lara CLE Relief_Pitcher 74 190 26.09 +Fausto_Carmona CLE Relief_Pitcher 76 220 23.23 +Aaron_Fultz CLE Relief_Pitcher 72 205 33.49 +Rafael_Betancourt CLE Relief_Pitcher 74 200 31.84 +Roberto_Hernandez CLE Relief_Pitcher 76 250 42.3 +Joe_Borowski CLE Relief_Pitcher 74 225 35.82 +Matt_Miller CLE Relief_Pitcher 75 215 35.27 +Jason_Davis CLE Relief_Pitcher 78 210 26.81 +Mike_Piazza OAK Catcher 75 215 38.49 +Jason_Kendall OAK Catcher 72 195 32.68 +Adam_Melhuse OAK Catcher 74 200 34.93 +Nick_Swisher OAK First_Baseman 72 194 26.26 +Dan_Johnson OAK First_Baseman 74 220 27.56 +Donald_Murphy OAK Second_Baseman 70 180 23.98 +Mark_Ellis OAK Second_Baseman 71 180 29.73 +Marco_Scutaro OAK Shortstop 70 170 31.33 +Bobby_Crosby OAK Shortstop 75 195 27.13 +Mark_Kiger OAK Shortstop 71 180 26.75 +Antonio_Perez OAK Third_Baseman 71 170 27.09 +Eric_Chavez OAK Third_Baseman 73 206 29.23 +Milton_Bradley OAK Outfielder 72 205 28.88 +Shannon_Stewart OAK Outfielder 71 200 33.01 +Bobby_Kielty OAK Outfielder 73 225 30.57 +Mark_Kotsay OAK Outfielder 72 201 31.24 +Ryan_Goleski OAK Outfielder 75 225 24.95 +Jeremy_Brown OAK Designated_Hitter 70 226 27.35 +Jason_Windsor OAK Starting_Pitcher 74 233 24.62 +David_Shafer OAK Starting_Pitcher 74 180 24.98 +Joe_Blanton OAK Starting_Pitcher 75 225 26.22 +Brad_Halsey OAK Starting_Pitcher 73 180 26.04 +Dan_Haren OAK Starting_Pitcher 77 220 26.45 +Rich_Harden OAK Starting_Pitcher 73 180 25.25 +Joe_Kennedy OAK Starting_Pitcher 76 237 27.77 +Esteban_Loaiza OAK Starting_Pitcher 75 215 35.16 +Alan_Embree OAK Relief_Pitcher 74 190 37.1 +Jay_Witasick OAK Relief_Pitcher 76 235 34.51 +Justin_Duchscherer OAK Relief_Pitcher 75 190 29.28 +Kiko_Calero OAK Relief_Pitcher 73 180 32.14 +Chad_Gaudin OAK Relief_Pitcher 71 165 23.94 +Lenny_DiNardo OAK Relief_Pitcher 76 195 27.45 +Scott_Dunn OAK Relief_Pitcher 75 200 28.77 +Huston_Street OAK Relief_Pitcher 72 190 23.58 +Ron_Flores OAK Relief_Pitcher 71 190 27.56 +Jay_Marshall OAK Relief_Pitcher 77 185 24.01 +Marcus_McBeth OAK Relief_Pitcher 73 185 26.52 +Jorge_Posada NYY Catcher 74 205 35.54 +Wil_Nieves NYY Catcher 71 190 29.43 +Andy_Phillips NYY First_Baseman 72 205 29.9 +Doug_Mientkiewicz NYY First_Baseman 74 206 32.7 +Josh_Phelps NYY First_Baseman 75 220 28.8 +Miguel_Cairo NYY Second_Baseman 73 208 32.82 +Robinson_Cano NYY Second_Baseman 72 170 24.36 +Derek_Jeter NYY Shortstop 75 195 32.68 +Alex_Rodriguez NYY Third_Baseman 75 210 31.59 +Johnny_Damon NYY Outfielder 74 190 33.32 +Bobby_Abreu NYY Outfielder 72 211 32.97 +Hideki_Matsui NYY Outfielder 74 230 32.72 +Melky_Cabrera NYY Outfielder 71 170 22.55 +Kevin_Thompson NYY Outfielder 70 185 27.45 +Jason_Giambi NYY Designated_Hitter 75 230 36.14 +Mike_Mussina NYY Starting_Pitcher 74 185 38.23 +Carl_Pavano NYY Starting_Pitcher 77 241 31.14 +Andy_Pettitte NYY Starting_Pitcher 77 225 34.71 +Darrell_Rasner NYY Starting_Pitcher 75 210 26.13 +Jeff_Karstens NYY Starting_Pitcher 75 175 24.43 +Humberto_Sanchez NYY Starting_Pitcher 78 230 23.76 +Chien-Ming_Wang NYY Starting_Pitcher 75 200 26.92 +Sean_Henn NYY Relief_Pitcher 76 215 25.85 +Scott_Proctor NYY Relief_Pitcher 73 198 30.16 +Brian_Bruney NYY Relief_Pitcher 75 226 25.03 +Chris_Britton NYY Relief_Pitcher 75 278 24.21 +T.J._Beam NYY Relief_Pitcher 79 215 26.51 +Jose_Veras NYY Relief_Pitcher 77 230 26.36 +Kyle_Farnsworth NYY Relief_Pitcher 76 240 30.88 +Luis_Vizcaino NYY Relief_Pitcher 71 184 32.57 +Mike_Myers NYY Relief_Pitcher 75 219 37.68 +Mariano_Rivera NYY Relief_Pitcher 74 170 37.25 +Ivan_Rodriguez DET Catcher 69 218 35.25 +Vance_Wilson DET Catcher 71 190 33.95 +Sean_Casey DET First_Baseman 76 225 32.66 +Chris_Shelton DET First_Baseman 72 220 26.68 +Omar_Infante DET Second_Baseman 72 176 25.18 +Placido_Polanco DET Second_Baseman 70 190 31.39 +Neifi_Perez DET Second_Baseman 72 197 33.74 +Carlos_Guillen DET Shortstop 73 204 31.42 +Ramon_Santiago DET Shortstop 71 167 27.5 +Tony_Giarratano DET Shortstop 72 180 24.25 +Brandon_Inge DET Third_Baseman 71 195 29.78 +Craig_Monroe DET Outfielder 73 220 30 +Magglio_Ordo?ez DET Outfielder 72 215 33.09 +Curtis_Granderson DET Outfielder 73 185 25.96 +Brent_Clevlen DET Outfielder 74 190 23.34 +Marcus_Thames DET Outfielder 74 205 29.98 +Gary_Sheffield DET Outfielder 72 205 38.28 +Mike_Rabelo DET Designated_Hitter 73 200 27.12 +Zach_Miner DET Starting_Pitcher 75 200 24.97 +Jeremy_Bonderman DET Starting_Pitcher 74 210 24.34 +Nate_Robertson DET Starting_Pitcher 74 215 29.49 +Justin_Verlander DET Starting_Pitcher 77 200 24.02 +Virgil_Vasquez DET Starting_Pitcher 75 205 24.73 +Kenny_Rogers DET Starting_Pitcher 73 211 42.3 +Mike_Maroth DET Starting_Pitcher 72 190 29.54 +Fernando_Rodney DET Relief_Pitcher 71 208 29.95 +Chad_Durbin DET Relief_Pitcher 74 200 29.24 +Jason_Grilli DET Relief_Pitcher 77 210 30.3 +Jose_Mesa DET Relief_Pitcher 75 232 40.77 +Todd_Jones DET Relief_Pitcher 75 230 38.85 +Joel_Zumaya DET Relief_Pitcher 75 210 22.31 +Jordan_Tata DET Relief_Pitcher 78 220 25.44 +Andrew_Miller DET Relief_Pitcher 78 210 21.78 +Yorman_Bazardo DET Relief_Pitcher 74 202 22.64 +Wilfredo_Ledezma DET Relief_Pitcher 76 212 26.11 +Roman_Colon DET Relief_Pitcher 78 225 27.55 +Edward_Campusano DET Relief_Pitcher 76 170 24.63 +Rene_Rivera SEA Catcher 70 190 23.58 +Kenji_Johjima SEA Catcher 72 200 30.73 +Richie_Sexson SEA First_Baseman 80 237 32.17 +Ben_Broussard SEA First_Baseman 74 220 30.43 +Jose_Lopez SEA Second_Baseman 74 170 23.27 +Jose_Vidro SEA Second_Baseman 71 193 32.51 +Yuniesky_Betancourt SEA Shortstop 70 190 25.08 +Oswaldo_Navarro SEA Shortstop 72 150 22.41 +Adrian_Beltre SEA Third_Baseman 71 220 27.9 +Raul_Ibanez SEA Outfielder 74 200 34.74 +Jose_Guillen SEA Outfielder 71 190 30.79 +Jeremy_Reed SEA Outfielder 72 185 25.71 +Willie_Bloomquist SEA Outfielder 71 185 29.26 +Adam_Jones SEA Outfielder 74 200 21.58 +Ichiro_Suzuki SEA Outfielder 69 172 33.36 +Mike_Morse SEA Outfielder 76 220 24.94 +Felix_Hernandez SEA Starting_Pitcher 75 225 20.9 +Ryan_Feierabend SEA Starting_Pitcher 75 190 21.52 +Sean_White SEA Starting_Pitcher 76 195 25.85 +Horacio_Ramirez SEA Starting_Pitcher 73 219 27.27 +Cha_Baek SEA Starting_Pitcher 76 190 26.75 +Miguel_Batista SEA Starting_Pitcher 73 197 36.03 +Jeff_Weaver SEA Starting_Pitcher 77 200 30.52 +Jarrod_Washburn SEA Starting_Pitcher 73 195 32.55 +George_Sherrill SEA Relief_Pitcher 72 210 29.86 +Julio_Mateo SEA Relief_Pitcher 72 177 29.58 +J.J._Putz SEA Relief_Pitcher 77 220 30.02 +Chris_Reitsma SEA Relief_Pitcher 77 235 29.16 +Cesar_Jimenez SEA Relief_Pitcher 71 180 22.3 +Eric_O'Flaherty SEA Relief_Pitcher 74 195 22.06 +Jon_Huber SEA Relief_Pitcher 74 195 25.65 +Jake_Woods SEA Relief_Pitcher 73 190 25.49 +Sean_Green SEA Relief_Pitcher 78 230 27.86 +Mark_Lowe SEA Relief_Pitcher 75 190 23.73 +Josh_Paul TB Catcher 73 200 31.78 +Dioner_Navarro TB Catcher 70 190 23.06 +Shawn_Riggans TB Catcher 74 190 26.6 +Ty_Wigginton TB First_Baseman 72 200 29.39 +Brendan_Harris TB Second_Baseman 73 200 26.51 +Jorge_Cantu TB Second_Baseman 73 184 25.08 +Ben_Zobrist TB Shortstop 75 200 25.76 +B.J._Upton TB Third_Baseman 75 180 22.52 +Carl_Crawford TB Outfielder 74 219 25.57 +Rocco_Baldelli TB Outfielder 76 187 25.43 +Greg_Norton TB Outfielder 73 200 34.65 +Elijah_Dukes TB Outfielder 74 220 22.68 +Delmon_Young TB Outfielder 75 205 21.46 +Jonny_Gomes TB Designated_Hitter 73 205 26.27 +Edwin_Jackson TB Starting_Pitcher 75 190 23.47 +Scott_Kazmir TB Starting_Pitcher 72 170 23.1 +Casey_Fossum TB Starting_Pitcher 73 160 29.14 +Jae_Seo TB Starting_Pitcher 73 215 29.77 +J.P._Howell TB Starting_Pitcher 72 175 23.85 +Tim_Corcoran TB Starting_Pitcher 74 205 28.88 +Jason_Hammel TB Starting_Pitcher 78 200 24.49 +James_Shields TB Starting_Pitcher 76 214 25.19 +Brian_Stokes TB Starting_Pitcher 73 200 27.48 +Juan_Salas TB Relief_Pitcher 74 190 28.31 +Jeff_Ridgway TB Relief_Pitcher 75 180 26.54 +Ruddy_Lugo TB Relief_Pitcher 70 205 26.77 +Jae-Kuk_Ryu TB Relief_Pitcher 75 220 23.75 +Chad_Orvella TB Relief_Pitcher 71 190 26.41 +Dan_Miceli TB Relief_Pitcher 72 215 36.47 +Seth_McClung TB Relief_Pitcher 78 235 26.06 +Jon_Switzer TB Relief_Pitcher 75 191 27.55 +Shawn_Camp TB Relief_Pitcher 73 200 31.28 +Scott_Dohmann TB Relief_Pitcher 73 181 29.04 +Jason_LaRue KC Catcher 71 200 32.95 +John_Buck KC Catcher 75 210 26.65 +Ryan_Shealy KC First_Baseman 77 240 27.5 +Ross_Gload KC First_Baseman 72 185 30.9 +Esteban_German KC Second_Baseman 69 165 29.09 +Mark_Grudzielanek KC Second_Baseman 73 190 36.67 +Angel_Sanchez KC Second_Baseman 74 185 23.44 +Angel_Berroa KC Shortstop 72 175 29.09 +Andres_Blanco KC Shortstop 70 155 22.89 +Mark_Teahen KC Third_Baseman 75 210 25.48 +Joey_Gathright KC Outfielder 70 170 25.84 +David_DeJesus KC Outfielder 72 175 27.2 +Shane_Costa KC Outfielder 72 220 25.22 +Mitch_Maier KC Outfielder 74 210 24.67 +Reggie_Sanders KC Outfielder 73 205 39.25 +Emil_Brown KC Outfielder 74 200 32.17 +Mike_Sweeney KC Designated_Hitter 75 225 33.61 +John_Bale KC Starting_Pitcher 76 205 32.77 +Luke_Hudson KC Starting_Pitcher 75 195 29.83 +Scott_Elarton KC Starting_Pitcher 80 240 31.02 +Odalis_Perez KC Starting_Pitcher 72 150 29.73 +Gil_Meche KC Starting_Pitcher 75 200 28.48 +Neal_Musser KC Starting_Pitcher 73 215 26.51 +Brian_Bannister KC Starting_Pitcher 74 202 26 +Zack_Greinke KC Starting_Pitcher 74 200 23.36 +Jorge_De_La_Rosa KC Starting_Pitcher 73 190 25.9 +Todd_Wellemeyer KC Relief_Pitcher 75 205 28.5 +Jimmy_Gobble KC Relief_Pitcher 75 190 25.62 +Joel_Peralta KC Relief_Pitcher 71 160 30.94 +Ryan_Braun KC Relief_Pitcher 73 215 26.59 +Joakim_Soria KC Relief_Pitcher 75 185 22.78 +Ken_Ray KC Relief_Pitcher 74 200 32.26 +David_Riske KC Relief_Pitcher 74 190 30.35 +Octavio_Dotel KC Relief_Pitcher 72 210 33.26 +Joe_Nelson KC Relief_Pitcher 74 185 32.35 +Gerald_Laird TEX Catcher 74 220 27.3 +Miguel_Ojeda TEX Catcher 74 190 32.08 +Guillermo_Quiroz TEX Catcher 73 202 25.25 +Chris_Stewart TEX Catcher 76 205 25.03 +Mark_Teixeira TEX First_Baseman 75 220 26.89 +Ian_Kinsler TEX Second_Baseman 72 175 24.69 +Joaquin_Arias TEX Shortstop 73 160 22.44 +Michael_Young TEX Shortstop 73 190 30.36 +Hank_Blalock TEX Third_Baseman 73 200 26.27 +Marlon_Byrd TEX Outfielder 72 229 29.5 +Brad_Wilkerson TEX Outfielder 72 206 29.75 +Sammy_Sosa TEX Outfielder 72 220 38.3 +Kenny_Lofton TEX Outfielder 72 180 39.75 +Frank_Catalanotto TEX Outfielder 71 195 32.84 +Nelson_Cruz TEX Outfielder 75 175 26.66 +Jason_Botts TEX Designated_Hitter 77 250 26.6 +Robinson_Tejeda TEX Starting_Pitcher 75 188 24.94 +John_Rheinecker TEX Starting_Pitcher 74 230 27.76 +Edinson_Volquez TEX Starting_Pitcher 73 190 23.66 +A.J._Murray TEX Starting_Pitcher 75 200 24.96 +Brandon_McCarthy TEX Starting_Pitcher 79 190 23.65 +Vicente_Padilla TEX Starting_Pitcher 74 219 29.42 +Kevin_Millwood TEX Starting_Pitcher 76 235 32.18 +John_Koronka TEX Starting_Pitcher 73 180 26.66 +Frank_Francisco TEX Relief_Pitcher 74 180 27.47 +Francisco_Cruceta TEX Relief_Pitcher 74 180 25.66 +Akinori_Otsuka TEX Relief_Pitcher 72 200 35.13 +Eric_Gagne TEX Relief_Pitcher 74 234 31.15 +Ron_Mahay TEX Relief_Pitcher 74 185 35.67 +Joaquin_Benoit TEX Relief_Pitcher 75 220 29.6 +Rick_Bauer TEX Relief_Pitcher 78 223 30.14 +Josh_Rupe TEX Relief_Pitcher 74 200 24.53 +Wes_Littleton TEX Relief_Pitcher 74 210 24.49 +C.J._Wilson TEX Relief_Pitcher 74 200 26.28 +Scott_Feldman TEX Relief_Pitcher 77 210 24.06 +Gregg_Zaun TOR Catcher 70 190 35.88 +Jason_Phillips TOR Catcher 73 177 30.42 +Lyle_Overbay TOR First_Baseman 74 227 30.09 +Russ_Adams TOR Second_Baseman 73 180 26.5 +Aaron_Hill TOR Second_Baseman 71 195 24.94 +Jason_Smith TOR Second_Baseman 75 199 29.6 +John_McDonald TOR Shortstop 71 175 32.43 +Royce_Clayton TOR Shortstop 72 185 37.16 +Troy_Glaus TOR Third_Baseman 77 240 30.57 +John_Hattig TOR Third_Baseman 74 210 27.01 +Reed_Johnson TOR Outfielder 70 180 30.23 +Alex_Rios TOR Outfielder 77 194 26.03 +Vernon_Wells TOR Outfielder 73 225 28.23 +Frank_Thomas TOR Designated_Hitter 77 275 38.76 +Adam_Lind TOR Designated_Hitter 74 195 23.62 +Shaun_Marcum TOR Starting_Pitcher 72 180 25.21 +Casey_Janssen TOR Starting_Pitcher 76 205 25.45 +Gustavo_Chacin TOR Starting_Pitcher 71 193 26.24 +A.J._Burnett TOR Starting_Pitcher 76 230 30.15 +Roy_Halladay TOR Starting_Pitcher 78 230 29.8 +John_Thomson TOR Starting_Pitcher 75 220 33.41 +Tomo_Ohka TOR Starting_Pitcher 73 200 30.95 +B.J._Ryan TOR Relief_Pitcher 78 249 31.17 +Scott_Downs TOR Relief_Pitcher 74 190 30.95 +Brian_Tallet TOR Relief_Pitcher 79 208 29.44 +Matt_Roney TOR Relief_Pitcher 75 245 27.14 +Tracy_Thorpe TOR Relief_Pitcher 76 250 26.21 +Jean_Machi TOR Relief_Pitcher 72 160 24.08 +Brandon_League TOR Relief_Pitcher 75 192 23.96 +Dustin_McGowan TOR Relief_Pitcher 75 220 24.94 +Jason_Frasor TOR Relief_Pitcher 70 170 29.56 +Francisco_Rosario TOR Relief_Pitcher 72 197 26.42 +Davis_Romero TOR Relief_Pitcher 70 155 23.92 +Jeremy_Accardo TOR Relief_Pitcher 74 190 25.23 +Mike_Redmond MIN Catcher 71 200 35.82 +Joe_Mauer MIN Catcher 76 220 23.87 +Chris_Heintz MIN Catcher 73 210 32.57 +Justin_Morneau MIN First_Baseman 76 228 25.79 +Luis_Castillo MIN Second_Baseman 71 190 31.47 +Alexi_Casilla MIN Second_Baseman 69 160 22.61 +Alejandro_Machado MIN Second_Baseman 72 184 24.85 +Jason_Bartlett MIN Shortstop 72 180 27.33 +Luis_Rodriguez MIN Third_Baseman 69 180 26.67 +Jeff_Cirillo MIN Third_Baseman 73 200 37.43 +Nick_Punto MIN Third_Baseman 69 176 29.31 +Jason_Tyner MIN Outfielder 73 160 29.85 +Michael_Cuddyer MIN Outfielder 74 222 27.93 +Torii_Hunter MIN Outfielder 74 211 31.62 +Lew_Ford MIN Outfielder 72 195 30.55 +Jason_Kubel MIN Outfielder 71 200 24.77 +Josh_Rabe MIN Designated_Hitter 74 210 28.38 +Rondell_White MIN Designated_Hitter 73 225 35.02 +Ramon_Ortiz MIN Starting_Pitcher 72 175 33.77 +Johan_Santana MIN Starting_Pitcher 72 206 27.97 +Carlos_Silva MIN Starting_Pitcher 76 240 27.85 +Matt_Garza MIN Starting_Pitcher 76 185 23.26 +Boof_Bonser MIN Starting_Pitcher 76 260 25.38 +Francisco_Liriano MIN Starting_Pitcher 74 185 23.35 +Scott_Baker MIN Starting_Pitcher 76 221 25.45 +Pat_Neshek MIN Relief_Pitcher 75 205 26.49 +Glen_Perkins MIN Relief_Pitcher 71 200 24 +Julio_DePaula MIN Relief_Pitcher 72 170 24.16 +Juan_Rincon MIN Relief_Pitcher 71 201 28.1 +Jesse_Crain MIN Relief_Pitcher 73 205 25.65 +Matt_Guerrier MIN Relief_Pitcher 75 185 28.58 +Joe_Nathan MIN Relief_Pitcher 76 205 32.27 +Dennys_Reyes MIN Relief_Pitcher 75 245 29.86 +Brayan_Pe?a ATL Catcher 71 220 25.14 +Brian_McCann ATL Catcher 75 210 23.03 +Craig_Wilson ATL First_Baseman 74 220 30.25 +Chris_Woodward ATL Second_Baseman 72 185 30.67 +Pete_Orr ATL Second_Baseman 73 175 27.73 +Martin_Prado ATL Second_Baseman 73 170 23.34 +Tony_Pe?a ATL Shortstop 73 180 25.94 +Edgar_Renteria ATL Shortstop 73 200 31.56 +Chipper_Jones ATL Third_Baseman 76 210 34.85 +Willy_Aybar ATL Third_Baseman 72 175 23.98 +Jeff_Francoeur ATL Outfielder 76 220 23.14 +Matt_Diaz ATL Outfielder 73 206 28.99 +Kelly_Johnson ATL Outfielder 73 180 25.02 +Andruw_Jones ATL Outfielder 73 210 29.85 +Ryan_Langerhans ATL Outfielder 75 195 27.03 +Scott_Thorman ATL Outfielder 75 200 25.15 +T.J._Bohn ATL Outfielder 77 200 27.12 +Tim_Hudson ATL Starting_Pitcher 73 164 31.63 +Jonathan_Johnson ATL Starting_Pitcher 72 180 32.62 +John_Smoltz ATL Starting_Pitcher 75 220 39.79 +Mike_Hampton ATL Starting_Pitcher 70 195 34.47 +Kyle_Davies ATL Starting_Pitcher 74 205 23.47 +Chuck_James ATL Starting_Pitcher 72 170 25.31 +Phil_Stockman ATL Relief_Pitcher 80 240 27.1 +Macay_McBride ATL Relief_Pitcher 71 210 24.35 +Joey_Devine ATL Relief_Pitcher 71 195 23.45 +Peter_Moylan ATL Relief_Pitcher 74 200 28.24 +Mike_Gonzalez ATL Relief_Pitcher 74 205 28.77 +Lance_Cormier ATL Relief_Pitcher 73 192 26.53 +Blaine_Boyer ATL Relief_Pitcher 75 190 25.64 +Manny_Acosta ATL Relief_Pitcher 76 170 25.83 +Bob_Wickman ATL Relief_Pitcher 73 240 38.06 +Tanyon_Sturtze ATL Relief_Pitcher 77 200 36.38 +Oscar_Villarreal ATL Relief_Pitcher 72 205 25.27 +Rafael_Soriano ATL Relief_Pitcher 73 175 27.2 +Chad_Paronto ATL Relief_Pitcher 77 250 31.59 +Tyler_Yates ATL Relief_Pitcher 76 220 29.56 +Henry_Blanco CHC Catcher 71 224 35.5 +Michael_Barrett CHC Catcher 75 210 30.35 +Geovany_Soto CHC Catcher 73 195 24.11 +Scott_Moore CHC First_Baseman 74 180 23.29 +Derrek_Lee CHC First_Baseman 77 245 31.48 +Ryan_Theriot CHC Second_Baseman 71 175 27.23 +Ronny_Cedeno CHC Shortstop 72 180 24.07 +Aramis_Ramirez CHC Third_Baseman 73 215 28.68 +Cesar_Izturis CHC Third_Baseman 69 175 27.05 +Alfonso_Soriano CHC Outfielder 73 180 31.15 +Jacque_Jones CHC Outfielder 70 195 31.85 +Daryle_Ward CHC Outfielder 74 230 31.68 +Cliff_Floyd CHC Outfielder 76 230 34.23 +Mark_DeRosa CHC Outfielder 73 205 32.01 +Matt_Murton CHC Outfielder 73 215 25.41 +Buck_Coats CHC Outfielder 75 195 24.73 +Angel_Pagan CHC Outfielder 73 180 25.66 +Sean_Marshall CHC Starting_Pitcher 79 205 24.5 +Carlos_Marmol CHC Starting_Pitcher 74 180 24.38 +Ryan_O'Malley CHC Starting_Pitcher 73 190 26.89 +Juan_Mateo CHC Starting_Pitcher 74 180 24.2 +Rich_Hill CHC Starting_Pitcher 77 190 26.97 +Angel_Guzman CHC Starting_Pitcher 75 190 25.21 +Wade_Miller CHC Starting_Pitcher 74 220 30.46 +Jason_Marquis CHC Starting_Pitcher 73 210 28.53 +Carlos_Zambrano CHC Starting_Pitcher 77 255 25.75 +Ted_Lilly CHC Starting_Pitcher 73 190 31.15 +Mark_Prior CHC Starting_Pitcher 77 230 26.48 +Neal_Cotts CHC Relief_Pitcher 74 200 26.93 +Will_Ohman CHC Relief_Pitcher 74 205 29.55 +Scott_Eyre CHC Relief_Pitcher 73 210 34.75 +Kerry_Wood CHC Relief_Pitcher 77 225 29.71 +Ryan_Dempster CHC Relief_Pitcher 74 215 29.83 +Bob_Howry CHC Relief_Pitcher 77 220 33.57 +Mike_Wuertz CHC Relief_Pitcher 75 205 28.21 +Roberto_Novoa CHC Relief_Pitcher 77 200 27.54 +Chris_Snyder ARZ Catcher 75 220 26.05 +Miguel_Montero ARZ Catcher 71 197 23.64 +Conor_Jackson ARZ First_Baseman 74 225 24.82 +Robby_Hammock ARZ First_Baseman 70 187 29.8 +Tony_Clark ARZ First_Baseman 79 245 34.71 +Orlando_Hudson ARZ Second_Baseman 72 185 29.22 +Stephen_Drew ARZ Shortstop 72 185 23.96 +Alberto_Callaspo ARZ Shortstop 70 175 23.87 +Chad_Tracy ARZ Third_Baseman 74 200 26.77 +Chris_Young ARZ Outfielder 74 180 23.49 +Scott_Hairston ARZ Outfielder 72 188 26.77 +Carlos_Quentin ARZ Outfielder 73 225 24.51 +Jeff_DaVanon ARZ Outfielder 72 200 33.23 +Eric_Byrnes ARZ Outfielder 74 210 31.04 +Livan_Hernandez ARZ Starting_Pitcher 74 245 32.02 +Doug_Davis ARZ Starting_Pitcher 76 213 31.44 +Randy_Johnson ARZ Starting_Pitcher 82 231 43.47 +Juan_Cruz ARZ Starting_Pitcher 74 165 28.38 +Brandon_Webb ARZ Starting_Pitcher 74 228 27.81 +Enrique_Gonzalez ARZ Starting_Pitcher 70 210 24.57 +Dana_Eveland ARZ Starting_Pitcher 73 250 23.34 +Brandon_Medders ARZ Relief_Pitcher 73 191 27.09 +Tony_Pe?a ARZ Relief_Pitcher 74 190 25.14 +Doug_Slaten ARZ Relief_Pitcher 77 200 27.07 +Edgar_Gonzalez ARZ Relief_Pitcher 72 215 24.02 +Jose_Valverde ARZ Relief_Pitcher 76 254 27.6 +Jorge_Julio ARZ Relief_Pitcher 73 232 27.99 +Brandon_Lyon ARZ Relief_Pitcher 73 180 27.56 +Miguel_Olivo FLA Catcher 72 215 28.63 +Matt_Treanor FLA Catcher 74 220 30.99 +Mike_Jacobs FLA First_Baseman 74 180 26.33 +Dan_Uggla FLA Second_Baseman 71 200 26.97 +Robert_Andino FLA Shortstop 72 170 22.85 +Hanley_Ramirez FLA Shortstop 75 195 23.19 +Miguel_Cabrera FLA Third_Baseman 74 210 23.87 +Aaron_Boone FLA Third_Baseman 74 200 33.98 +Joe_Borchard FLA Outfielder 77 220 28.26 +Alfredo_Amezaga FLA Outfielder 70 165 29.12 +Cody_Ross FLA Outfielder 71 180 26.18 +Josh_Willingham FLA Outfielder 73 200 28.03 +Jeremy_Hermida FLA Outfielder 76 200 23.08 +Eric_Reed FLA Outfielder 71 170 26.24 +Reggi_Abercrombie FLA Outfielder 75 224 26.63 +Ricky_Nolasco FLA Starting_Pitcher 74 220 24.21 +Anibal_Sanchez FLA Starting_Pitcher 72 180 23.01 +Scott_Olsen FLA Starting_Pitcher 76 198 23.13 +Josh_Johnson FLA Starting_Pitcher 79 240 23.08 +Dontrelle_Willis FLA Starting_Pitcher 76 239 25.13 +Logan_Kensing FLA Relief_Pitcher 73 185 24.66 +Sergio_Mitre FLA Relief_Pitcher 76 210 26.03 +Kevin_Gregg FLA Relief_Pitcher 78 220 28.7 +Travis_Bowyer FLA Relief_Pitcher 75 200 25.57 +Renyel_Pinto FLA Relief_Pitcher 76 195 24.65 +Randy_Messenger FLA Relief_Pitcher 72 220 25.55 +Yusmeiro_Petit FLA Relief_Pitcher 72 230 22.27 +Carlos_Martinez FLA Relief_Pitcher 73 170 24.76 +Taylor_Tankersley FLA Relief_Pitcher 73 220 23.98 +Henry_Owens FLA Relief_Pitcher 75 230 27.85 +Jose_Garcia FLA Relief_Pitcher 71 165 22.14 +Matt_Lindstrom FLA Relief_Pitcher 76 205 27.05 +Javier_Valentin CIN Catcher 70 192 31.45 +Chad_Moeller CIN Catcher 75 210 32.03 +David_Ross CIN Catcher 74 205 29.95 +Joey_Votto CIN First_Baseman 75 200 23.47 +Scott_Hatteberg CIN First_Baseman 73 210 37.21 +Brandon_Phillips CIN Second_Baseman 71 185 25.67 +Juan_Castro CIN Shortstop 71 195 34.69 +Alex_Gonzalez CIN Shortstop 72 202 30.04 +Mark_Bellhorn CIN Third_Baseman 73 205 32.52 +Edwin_Encarnacion CIN Third_Baseman 73 195 24.15 +Jeff_Keppinger CIN Third_Baseman 72 180 26.86 +Norris_Hopper CIN Outfielder 69 200 27.94 +Chris_Denorfia CIN Outfielder 73 185 26.63 +Adam_Dunn CIN Outfielder 78 240 27.31 +Bubba_Crosby CIN Outfielder 71 185 30.55 +Jeff_Conine CIN Outfielder 73 220 40.68 +Ken_Griffey_Jr. CIN Outfielder 75 205 37.27 +Josh_Hamilton CIN Outfielder 76 205 25.78 +Ryan_Freel CIN Outfielder 70 180 30.98 +Kyle_Lohse CIN Starting_Pitcher 74 201 28.41 +Bronson_Arroyo CIN Starting_Pitcher 77 190 30.01 +Eric_Milton CIN Starting_Pitcher 75 208 31.57 +Aaron_Harang CIN Starting_Pitcher 79 240 28.81 +Kirk_Saarloos CIN Starting_Pitcher 72 230 27.77 +Elizardo_Ramirez CIN Starting_Pitcher 72 180 24.09 +Todd_Coffey CIN Relief_Pitcher 77 230 26.47 +Brian_Shackelford CIN Relief_Pitcher 73 195 30.5 +Bill_Bray CIN Relief_Pitcher 75 215 23.74 +Bobby_Livingston CIN Relief_Pitcher 75 190 24.49 +Matt_Belisle CIN Relief_Pitcher 75 195 26.73 +Gary_Majewski CIN Relief_Pitcher 73 215 27.01 +Mike_Stanton CIN Relief_Pitcher 73 215 39.75 +Brad_Salmon CIN Relief_Pitcher 76 220 27.16 +Jared_Burton CIN Relief_Pitcher 77 220 25.74 +David_Weathers CIN Relief_Pitcher 75 230 37.43 +Rheal_Cormier CIN Relief_Pitcher 70 195 39.85 +Yorvit_Torrealba COL Catcher 71 190 28.62 +Chris_Iannetta COL Catcher 71 195 23.9 +Alvin_Colina COL Catcher 75 209 25.18 +Todd_Helton COL First_Baseman 74 204 33.53 +Jamey_Carroll COL Second_Baseman 69 170 33.03 +Kaz_Matsui COL Second_Baseman 70 185 31.35 +Troy_Tulowitzki COL Shortstop 75 205 22.39 +Clint_Barmes COL Shortstop 72 175 27.99 +Garrett_Atkins COL Third_Baseman 75 210 27.22 +Ryan_Spilborghs COL Outfielder 73 190 27.49 +Cory_Sullivan COL Outfielder 72 180 27.53 +Jeff_Salazar COL Outfielder 72 180 26.26 +Willy_Taveras COL Outfielder 72 160 25.18 +Matt_Holliday COL Outfielder 76 235 27.12 +Brad_Hawpe COL Outfielder 75 200 27.69 +Jeff_Baker COL Outfielder 74 210 25.69 +Javy_Lopez COL Designated_Hitter 75 224 36.32 +Byung-Hyun_Kim COL Starting_Pitcher 69 180 28.11 +Rodrigo_Lopez COL Starting_Pitcher 73 190 31.21 +Brian_Lawrence COL Starting_Pitcher 72 197 30.8 +Josh_Fogg COL Starting_Pitcher 72 203 30.21 +Aaron_Cook COL Starting_Pitcher 75 205 28.06 +Denny_Bautista COL Starting_Pitcher 77 170 26.52 +Ubaldo_Jimenez COL Starting_Pitcher 76 200 23.1 +Jason_Hirsh COL Starting_Pitcher 80 250 25.02 +Jeff_Francis COL Starting_Pitcher 77 200 26.14 +Taylor_Buchholz COL Starting_Pitcher 76 220 25.38 +Ryan_Speier COL Relief_Pitcher 79 200 27.6 +Ramon_Ramirez COL Relief_Pitcher 71 190 25.5 +Manny_Corpas COL Relief_Pitcher 75 170 24.24 +Juan_Morillo COL Relief_Pitcher 73 190 23.32 +Brian_Fuentes COL Relief_Pitcher 76 220 31.56 +LaTroy_Hawkins COL Relief_Pitcher 77 215 34.19 +Tom_Martin COL Relief_Pitcher 73 206 36.78 +Jeremy_Affeldt COL Relief_Pitcher 76 215 27.73 +Paul_Lo_Duca NYM Catcher 70 185 34.88 +Ramon_Castro NYM Catcher 75 235 31 +Julio_Franco NYM First_Baseman 73 188 48.52 +Carlos_Delgado NYM First_Baseman 75 230 34.68 +Jose_Valentin NYM Second_Baseman 70 195 37.38 +Anderson_Hernandez NYM Second_Baseman 69 168 24.33 +Damion_Easley NYM Shortstop 71 190 37.3 +Jose_Reyes NYM Shortstop 72 160 23.72 +David_Wright NYM Third_Baseman 72 200 24.19 +Ben_Johnson NYM Outfielder 73 200 25.7 +Endy_Chavez NYM Outfielder 70 189 29.06 +David_Newhan NYM Outfielder 70 180 33.48 +Carlos_Beltran NYM Outfielder 73 190 29.85 +Shawn_Green NYM Outfielder 76 200 34.3 +Moises_Alou NYM Outfielder 75 220 40.66 +Lastings_Milledge NYM Outfielder 72 187 21.9 +Alay_Soler NYM Starting_Pitcher 73 240 27.39 +Mike_Pelfrey NYM Starting_Pitcher 79 190 23.13 +Pedro_Martinez NYM Starting_Pitcher 71 180 35.35 +Tom_Glavine NYM Starting_Pitcher 72 185 40.93 +Chan_Ho_Park NYM Starting_Pitcher 74 210 33.67 +Orlando_Hernandez NYM Starting_Pitcher 74 220 37.39 +Dave_Williams NYM Starting_Pitcher 74 219 27.97 +Oliver_Perez NYM Starting_Pitcher 72 190 25.54 +John_Maine NYM Starting_Pitcher 76 193 25.81 +Marcos_Carvajal NYM Relief_Pitcher 76 175 22.53 +Ambiorix_Burgos NYM Relief_Pitcher 72 180 22.86 +Jason_Vargas NYM Relief_Pitcher 72 215 24.07 +Jon_Adkins NYM Relief_Pitcher 71 210 29.5 +Juan_Padilla NYM Relief_Pitcher 72 200 30.03 +Duaner_Sanchez NYM Relief_Pitcher 72 190 27.38 +Pedro_Feliciano NYM Relief_Pitcher 70 185 30.51 +Aaron_Heilman NYM Relief_Pitcher 77 220 28.3 +Jorge_Sosa NYM Relief_Pitcher 74 170 29.84 +Scott_Schoeneweis NYM Relief_Pitcher 72 195 33.41 +Guillermo_Mota NYM Relief_Pitcher 76 205 33.6 +Billy_Wagner NYM Relief_Pitcher 71 195 35.6 +Philip_Humber NYM Relief_Pitcher 76 210 24.19 +Brad_Ausmus HOU Catcher 71 190 37.88 +Humberto_Quintero HOU Catcher 73 190 27.56 +Hector_Gimenez HOU Catcher 70 180 24.42 +Lance_Berkman HOU First_Baseman 73 220 31.05 +Mike_Lamb HOU First_Baseman 73 190 31.56 +Mark_Loretta HOU Second_Baseman 72 186 35.55 +Craig_Biggio HOU Second_Baseman 71 185 41.21 +Brooks_Conrad HOU Second_Baseman 71 190 27.12 +Chris_Burke HOU Second_Baseman 71 180 26.97 +Eric_Bruntlett HOU Second_Baseman 72 190 28.92 +Adam_Everett HOU Shortstop 72 170 30.06 +Morgan_Ensberg HOU Third_Baseman 74 210 31.51 +Carlos_Lee HOU Outfielder 74 240 30.69 +Jason_Lane HOU Outfielder 74 220 30.19 +Orlando_Palmeiro HOU Outfielder 71 180 38.11 +Luke_Scott HOU Outfielder 72 210 28.68 +Charlton_Jimerson HOU Outfielder 75 210 27.44 +Fernando_Nieve HOU Starting_Pitcher 72 195 24.63 +Wandy_Rodriguez HOU Starting_Pitcher 71 160 28.11 +Brandon_Backe HOU Starting_Pitcher 72 180 28.9 +Matt_Albers HOU Starting_Pitcher 72 205 24.11 +Woody_Williams HOU Starting_Pitcher 72 200 40.53 +Roy_Oswalt HOU Starting_Pitcher 72 185 29.5 +Jason_Jennings HOU Starting_Pitcher 74 245 28.62 +Miguel_Asencio HOU Relief_Pitcher 74 190 26.42 +Brad_Lidge HOU Relief_Pitcher 77 210 30.18 +Trever_Miller HOU Relief_Pitcher 75 200 33.75 +David_Borkowski HOU Relief_Pitcher 73 200 30.06 +Dan_Wheeler HOU Relief_Pitcher 75 222 29.22 +Paul_Estrada HOU Relief_Pitcher 73 215 24.47 +Lincoln_Holdzkom HOU Relief_Pitcher 76 240 24.94 +Chris_Sampson HOU Relief_Pitcher 72 170 28.77 +Chad_Qualls HOU Relief_Pitcher 77 220 28.54 +Ezequiel_Astacio HOU Relief_Pitcher 75 156 27.32 +Mike_Lieberthal LA Catcher 72 190 35.12 +Russell_Martin LA Catcher 71 202 24.04 +Olmedo_Saenz LA First_Baseman 71 221 36.39 +James_Loney LA First_Baseman 75 200 22.81 +Nomar_Garciaparra LA First_Baseman 72 190 33.6 +Jeff_Kent LA Second_Baseman 73 210 38.98 +Ramon_Martinez LA Second_Baseman 73 190 34.39 +Marlon_Anderson LA Second_Baseman 71 200 33.15 +Rafael_Furcal LA Shortstop 70 165 29.35 +Wilson_Betemit LA Third_Baseman 75 190 26.59 +Andy_LaRoche LA Third_Baseman 71 185 23.46 +Matt_Kemp LA Outfielder 76 230 22.43 +Andre_Ethier LA Outfielder 73 208 24.89 +Delwyn_Young LA Outfielder 68 209 24.67 +Jason_Repko LA Outfielder 71 175 26.17 +Juan_Pierre LA Outfielder 72 180 29.54 +Luis_Gonzalez LA Outfielder 74 200 39.49 +Jason_Schmidt LA Starting_Pitcher 77 205 34.08 +Randy_Wolf LA Starting_Pitcher 72 200 30.52 +Brad_Penny LA Starting_Pitcher 76 250 28.77 +Derek_Lowe LA Starting_Pitcher 78 210 33.75 +Mark_Hendrickson LA Starting_Pitcher 81 230 32.69 +Chad_Billingsley LA Starting_Pitcher 72 244 22.59 +Takashi_Saito LA Relief_Pitcher 73 202 37.04 +Jonathan_Broxton LA Relief_Pitcher 76 240 22.7 +Hong-Chih_Kuo LA Relief_Pitcher 72 200 25.6 +Eric_Stults LA Relief_Pitcher 72 215 27.23 +Chin-Hui_Tsao LA Relief_Pitcher 74 177 25.74 +Tim_Hamulack LA Relief_Pitcher 76 210 30.29 +Yhency_Brazoban LA Relief_Pitcher 73 170 26.72 +Brett_Tomko LA Relief_Pitcher 76 215 33.9 +Joe_Beimel LA Relief_Pitcher 75 217 29.86 +Elmer_Dessens LA Relief_Pitcher 70 198 36.13 +Ryan_Budde PHI Catcher 71 200 27.54 +Rod_Barajas PHI Catcher 74 220 31.49 +Carlos_Ruiz PHI Catcher 72 170 28.1 +Chris_Coste PHI Catcher 73 200 34.07 +Ryan_Howard PHI First_Baseman 76 230 27.28 +Wes_Helms PHI First_Baseman 76 231 30.8 +Chase_Utley PHI Second_Baseman 73 183 28.2 +Danny_Sandoval PHI Second_Baseman 71 192 27.9 +Jimmy_Rollins PHI Shortstop 68 167 28.26 +Abraham_Nu?ez PHI Third_Baseman 71 190 30.96 +Michael_Bourn PHI Outfielder 71 180 24.18 +Chris_Roberson PHI Outfielder 74 180 27.52 +Jayson_Werth PHI Outfielder 77 215 27.78 +Shane_Victorino PHI Outfielder 69 160 26.25 +Aaron_Rowand PHI Outfielder 72 205 29.5 +Pat_Burrell PHI Outfielder 76 223 30.39 +Greg_Dobbs PHI Designated_Hitter 73 205 28.66 +Cole_Hamels PHI Starting_Pitcher 75 175 23.18 +Alfredo_Simon PHI Starting_Pitcher 76 170 25.81 +Scott_Mathieson PHI Starting_Pitcher 75 190 23.01 +Freddy_Garcia PHI Starting_Pitcher 76 240 31.72 +Jamie_Moyer PHI Starting_Pitcher 72 175 44.28 +Jon_Lieber PHI Starting_Pitcher 74 230 36.91 +Brett_Myers PHI Starting_Pitcher 76 223 26.54 +Adam_Eaton PHI Starting_Pitcher 74 196 29.27 +Geoff_Geary PHI Relief_Pitcher 72 167 30.51 +Clay_Condrey PHI Relief_Pitcher 75 195 31.28 +Ryan_Madson PHI Relief_Pitcher 78 190 26.51 +Antonio_Alfonseca PHI Relief_Pitcher 77 250 34.87 +Tom_Gordon PHI Relief_Pitcher 70 190 39.28 +Brian_Sanches PHI Relief_Pitcher 72 190 28.56 +Jim_Ed_Warden PHI Relief_Pitcher 79 190 27.82 +Anderson_Garcia PHI Relief_Pitcher 74 170 25.94 +Eude_Brito PHI Relief_Pitcher 71 160 28.53 +Fabio_Castro PHI Relief_Pitcher 68 150 22.11 +Matt_Smith PHI Relief_Pitcher 77 225 27.71 +Damian_Miller MLW Catcher 75 220 37.38 +Johnny_Estrada MLW Catcher 71 209 30.67 +Mike_Rivera MLW Catcher 72 210 30.48 +J.D._Closser MLW Catcher 70 176 27.12 +Prince_Fielder MLW First_Baseman 72 260 22.81 +Rickie_Weeks MLW Second_Baseman 72 195 24.46 +Tony_Graffanino MLW Second_Baseman 73 190 34.73 +Craig_Counsell MLW Shortstop 72 184 36.53 +J.J._Hardy MLW Shortstop 74 180 24.53 +Bill_Hall MLW Shortstop 72 195 27.17 +Vinny_Rottino MLW Third_Baseman 72 195 26.9 +Corey_Koskie MLW Third_Baseman 75 219 33.67 +Kevin_Mench MLW Outfielder 72 225 29.14 +Geoff_Jenkins MLW Outfielder 73 212 32.61 +Brady_Clark MLW Outfielder 74 202 33.87 +Tony_Gwynn_Jr. MLW Outfielder 72 185 24.41 +Corey_Hart MLW Outfielder 78 200 24.94 +Gabe_Gross MLW Outfielder 75 209 27.36 +Laynce_Nix MLW Outfielder 72 200 26.33 +Drew_Anderson MLW Outfielder 74 195 25.72 +Claudio_Vargas MLW Starting_Pitcher 75 228 28.7 +Chris_Capuano MLW Starting_Pitcher 75 210 28.53 +Ben_Hendrickson MLW Starting_Pitcher 76 190 26.07 +Dave_Bush MLW Starting_Pitcher 74 212 27.31 +Carlos_Villanueva MLW Starting_Pitcher 74 190 23.26 +Ben_Sheets MLW Starting_Pitcher 73 218 28.62 +Jeff_Suppan MLW Starting_Pitcher 74 220 32.16 +Brian_Shouse MLW Relief_Pitcher 71 190 38.43 +Francisco_Cordero MLW Relief_Pitcher 74 235 31.81 +Derrick_Turnbow MLW Relief_Pitcher 75 210 29.1 +Matt_Wise MLW Relief_Pitcher 76 200 31.28 +Grant_Balfour MLW Relief_Pitcher 74 188 29.17 +Dennis_Sarfate MLW Relief_Pitcher 76 210 25.89 +Jose_Capellan MLW Relief_Pitcher 76 235 26.13 +Greg_Aquino MLW Relief_Pitcher 73 188 29.13 +Josh_Bard SD Catcher 75 215 28.92 +Rob_Bowen SD Catcher 75 216 26.01 +Adrian_Gonzalez SD First_Baseman 74 220 24.81 +Marcus_Giles SD Second_Baseman 68 180 28.79 +Todd_Walker SD Second_Baseman 72 185 33.77 +Geoff_Blum SD Shortstop 75 200 33.85 +Khalil_Greene SD Shortstop 71 210 27.36 +Paul_McAnulty SD Outfielder 70 220 26.01 +Terrmel_Sledge SD Outfielder 72 185 29.95 +Jack_Cust SD Outfielder 73 231 28.12 +Jose_Cruz_Jr. SD Outfielder 72 210 32.87 +Russell_Branyan SD Outfielder 75 195 31.2 +Mike_Cameron SD Outfielder 74 200 34.14 +Brian_Giles SD Outfielder 70 205 36.11 +Kevin_Kouzmanoff SD Designated_Hitter 73 200 25.6 +Mike_Thompson SD Starting_Pitcher 76 200 26.31 +Clay_Hensley SD Starting_Pitcher 71 190 27.5 +Chris_Young SD Starting_Pitcher 82 250 27.77 +Greg_Maddux SD Starting_Pitcher 72 185 40.88 +Jake_Peavy SD Starting_Pitcher 73 180 25.75 +Scott_Cassidy SD Relief_Pitcher 74 170 31.41 +Scott_Strickland SD Relief_Pitcher 71 180 30.84 +Scott_Linebrink SD Relief_Pitcher 75 208 30.57 +Doug_Brocail SD Relief_Pitcher 77 235 39.79 +Trevor_Hoffman SD Relief_Pitcher 72 215 39.38 +Heath_Bell SD Relief_Pitcher 74 244 29.42 +Royce_Ring SD Relief_Pitcher 72 220 26.19 +Cla_Meredith SD Relief_Pitcher 73 185 23.74 +Andrew_Brown SD Relief_Pitcher 78 230 26.03 +Mike_Adams SD Relief_Pitcher 77 190 28.59 +Justin_Hampson SD Relief_Pitcher 73 200 26.77 +Kevin_Cameron SD Relief_Pitcher 73 180 27.21 +Ryan_Ketchner SD Relief_Pitcher 73 190 24.87 +Brian_Schneider WAS Catcher 73 196 30.26 +Jesus_Flores WAS Catcher 73 180 22.34 +Larry_Broadway WAS First_Baseman 76 230 26.2 +Nick_Johnson WAS First_Baseman 75 224 28.45 +Bernie_Castro WAS Second_Baseman 70 160 27.63 +Josh_Wilson WAS Shortstop 73 178 25.93 +Cristian_Guzman WAS Shortstop 72 205 28.94 +Felipe_Lopez WAS Shortstop 73 185 26.8 +Ryan_Zimmerman WAS Third_Baseman 75 210 22.42 +Nook_Logan WAS Outfielder 74 180 27.26 +Ryan_Church WAS Outfielder 73 190 28.38 +Kory_Casto WAS Outfielder 73 200 25.23 +Mike_Restovich WAS Outfielder 76 257 28.16 +Alex_Escobar WAS Outfielder 73 190 28.48 +Austin_Kearns WAS Outfielder 75 220 26.78 +Chris_Snelling WAS Outfielder 70 165 25.24 +Billy_Traber WAS Starting_Pitcher 77 205 27.45 +Tim_Redding WAS Starting_Pitcher 72 200 29.05 +John_Patterson WAS Starting_Pitcher 77 208 29.08 +Shawn_Hill WAS Starting_Pitcher 74 185 25.84 +Joel_Hanrahan WAS Starting_Pitcher 75 215 25.4 +Mike_O'Connor WAS Starting_Pitcher 75 170 26.54 +Emiliano_Fruto WAS Relief_Pitcher 75 235 22.73 +Chris_Schroder WAS Relief_Pitcher 75 210 28.53 +Brett_Campbell WAS Relief_Pitcher 72 170 25.37 +Beltran_Perez WAS Relief_Pitcher 74 180 25.35 +Levale_Speigner WAS Relief_Pitcher 71 170 26.43 +Jason_Bergmann WAS Relief_Pitcher 76 190 25.43 +Saul_Rivera WAS Relief_Pitcher 71 150 29.23 +Chris_Booker WAS Relief_Pitcher 75 230 30.22 +Micah_Bowie WAS Relief_Pitcher 76 203 32.3 +Jon_Rauch WAS Relief_Pitcher 83 260 28.42 +Jerome_Williams WAS Relief_Pitcher 75 246 25.24 +Luis_Ayala WAS Relief_Pitcher 74 186 29.13 +Ryan_Wagner WAS Relief_Pitcher 76 210 24.63 +Chad_Cordero WAS Relief_Pitcher 72 198 24.95 +Humberto_Cota PIT Catcher 72 210 28.06 +Ronny_Paulino PIT Catcher 75 215 25.86 +Adam_LaRoche PIT First_Baseman 75 180 27.32 +Ryan_Doumit PIT First_Baseman 72 200 25.91 +Brad_Eldred PIT First_Baseman 77 245 26.63 +Jose_Castillo PIT Second_Baseman 73 200 25.95 +Jack_Wilson PIT Shortstop 72 192 29.17 +Freddy_Sanchez PIT Third_Baseman 70 192 29.19 +Jason_Bay PIT Outfielder 74 200 28.44 +Jose_Bautista PIT Outfielder 72 192 26.36 +Xavier_Nady PIT Outfielder 74 205 28.29 +Jody_Gerut PIT Outfielder 72 190 29.45 +Nate_McLouth PIT Outfielder 71 186 25.34 +Chris_Duffy PIT Outfielder 70 170 26.86 +Rajai_Davis PIT Outfielder 71 197 26.36 +Shane_Youman PIT Starting_Pitcher 76 219 27.39 +Yoslan_Herrera PIT Starting_Pitcher 74 200 25.84 +Josh_Shortslef PIT Starting_Pitcher 76 220 25.08 +Zach_Duke PIT Starting_Pitcher 74 207 23.87 +Paul_Maholm PIT Starting_Pitcher 74 225 24.68 +Tom_Gorzelanny PIT Starting_Pitcher 74 207 24.64 +Shawn_Chacon PIT Starting_Pitcher 75 212 29.19 +Tony_Armas_Jr. PIT Starting_Pitcher 75 225 28.84 +Ian_Snell PIT Starting_Pitcher 71 170 25.33 +Sean_Burnett PIT Starting_Pitcher 71 190 24.45 +John_Grabow PIT Relief_Pitcher 74 210 28.32 +Marty_McLeary PIT Relief_Pitcher 77 230 32.34 +Salomon_Torres PIT Relief_Pitcher 71 210 34.97 +Damaso_Marte PIT Relief_Pitcher 74 200 32.04 +Matt_Capps PIT Relief_Pitcher 75 238 23.49 +Josh_Sharpless PIT Relief_Pitcher 77 234 26.09 +Bryan_Bullington PIT Relief_Pitcher 76 222 26.41 +Jonah_Bayliss PIT Relief_Pitcher 74 200 26.55 +Brian_Rogers PIT Relief_Pitcher 76 190 24.62 +Juan_Perez PIT Relief_Pitcher 72 170 28.49 +Bengie_Molina SF Catcher 71 220 32.61 +Eliezer_Alfonzo SF Catcher 72 223 28.06 +Lance_Niekro SF First_Baseman 75 210 28.08 +Mark_Sweeney SF First_Baseman 73 215 37.34 +Ray_Durham SF Second_Baseman 68 196 35.25 +Kevin_Frandsen SF Second_Baseman 72 175 24.77 +Omar_Vizquel SF Shortstop 69 175 39.85 +Rich_Aurilia SF Third_Baseman 73 189 35.49 +Pedro_Feliz SF Third_Baseman 73 205 31.84 +Todd_Linden SF Outfielder 75 210 26.67 +Dave_Roberts SF Outfielder 70 180 34.75 +Jason_Ellison SF Outfielder 70 180 28.91 +Randy_Winn SF Outfielder 74 197 32.73 +Ryan_Klesko SF Outfielder 75 220 35.72 +Barry_Bonds SF Outfielder 74 228 42.6 +Fred_Lewis SF Outfielder 74 190 26.22 +Kelyn_Acosta SF Starting_Pitcher 73 204 21.85 +Jonathan_Sanchez SF Starting_Pitcher 74 165 24.28 +Matt_Cain SF Starting_Pitcher 75 216 22.41 +Matt_Morris SF Starting_Pitcher 77 220 32.56 +Russ_Ortiz SF Starting_Pitcher 73 208 32.74 +Noah_Lowry SF Starting_Pitcher 74 210 26.39 +Barry_Zito SF Starting_Pitcher 76 215 28.8 +Vinnie_Chulk SF Relief_Pitcher 74 195 28.2 +Kevin_Correia SF Relief_Pitcher 75 200 26.52 +Steve_Kline SF Relief_Pitcher 73 215 34.52 +Armando_Benitez SF Relief_Pitcher 76 229 34.32 +Scott_Munter SF Relief_Pitcher 78 240 26.98 +Jack_Taschner SF Relief_Pitcher 75 207 28.86 +Brian_Wilson SF Relief_Pitcher 73 205 24.96 +Merkin_Valdez SF Relief_Pitcher 77 208 25.3 +Brad_Hennessey SF Relief_Pitcher 74 185 27.06 +Billy_Sadler SF Relief_Pitcher 72 190 25.44 +Pat_Misch SF Relief_Pitcher 74 170 25.53 +Gary_Bennett STL Catcher 72 208 34.87 +Yadier_Molina STL Catcher 71 225 24.63 +John_Nelson STL First_Baseman 73 190 27.99 +Albert_Pujols STL First_Baseman 75 225 27.12 +Adam_Kennedy STL Second_Baseman 73 185 31.14 +Aaron_Miles STL Second_Baseman 67 180 30.21 +David_Eckstein STL Shortstop 67 165 32.11 +Scott_Rolen STL Third_Baseman 76 240 31.91 +Scott_Spiezio STL Third_Baseman 74 220 34.44 +Jim_Edmonds STL Outfielder 73 212 36.68 +So_Taguchi STL Outfielder 70 163 37.66 +Juan_Encarnacion STL Outfielder 75 215 30.98 +Skip_Schumaker STL Outfielder 70 175 27.07 +John_Rodriguez STL Outfielder 72 205 29.11 +Chris_Duncan STL Outfielder 77 210 25.82 +Adam_Wainwright STL Starting_Pitcher 79 205 25.5 +Mark_Mulder STL Starting_Pitcher 78 208 29.57 +Anthony_Reyes STL Starting_Pitcher 74 215 25.37 +Ryan_Franklin STL Starting_Pitcher 75 180 33.99 +Kip_Wells STL Starting_Pitcher 75 200 29.86 +Chris_Carpenter STL Starting_Pitcher 78 230 31.84 +Russ_Springer STL Relief_Pitcher 76 211 38.31 +Jason_Isringhausen STL Relief_Pitcher 75 230 34.48 +Ricardo_Rincon STL Relief_Pitcher 69 190 36.88 +Braden_Looper STL Relief_Pitcher 75 220 32.34 +Randy_Flores STL Relief_Pitcher 72 180 31.58 +Josh_Hancock STL Relief_Pitcher 75 205 28.89 +Brad_Thompson STL Relief_Pitcher 73 190 25.08 +Tyler_Johnson STL Relief_Pitcher 74 180 25.73 +Chris_Narveson STL Relief_Pitcher 75 205 25.19 +Randy_Keisler STL Relief_Pitcher 75 190 31.01 +Josh_Kinney STL Relief_Pitcher 73 195 27.92 \ No newline at end of file diff --git a/ИАД/lr1/python-files переделаные/task1_Fisher.py b/ИАД/lr1/python-files переделаные/task1_Fisher.py new file mode 100644 index 0000000..317462b --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task1_Fisher.py @@ -0,0 +1,65 @@ +import numpy as np +from sklearn.datasets import load_iris +import pandas as pd +import matplotlib.pyplot as plt +import seaborn as sb +import pingouin as pg +from scipy import stats + +# Датасет Ирисы Фишера +iris = load_iris() +#iris_pd=pd.DataFrame(data=np.c_[iris['data'], iris['target']], columns=iris['feature_names'] + ['target']) +iris_pd=pd.DataFrame(data=np.c_[iris['data']], columns=iris['feature_names']) + +# Формирование выборок по признакам +x1 = np.array(iris_pd['sepal length (cm)']) # первый признак - длина чашелистика +x2 = np.array(iris_pd['sepal width (cm)']) # второй признак - ширина чашелистика +x3 = np.array(iris_pd['petal length (cm)']) # третий признак - длина лепестка +x4 = np.array(iris_pd['petal width (cm)']) # четвертый признак - ширина лепестка + +# Проверка на нормальность по критерию К-С +print('Тест Колмогорова-Смирнова. Уровень значимости a = 0.05') + +for col in iris['feature_names']: + x = iris_pd[col] + x_mean, std = np.mean(x), np.std(x, ddof = 1) + x_std = (x - x_mean)/std + pvalue = stats.kstest(x_std, "norm", alternative='less').pvalue + if pvalue > 0.05: result = 'H0 не должна быть отвергнута' + else: result = 'H0 должна быть отвергнута' + print('Для {}: p-value: {}, так что {}'.format(col, pvalue, result)) + +# Построение диаграммы Тьюки +fig1, axes = plt.subplots(1, 3, figsize=(20, 4)) +axes[0].boxplot([x1,x2,x3,x4], tick_labels = ['Sepal Length', 'Sepal Width', 'Petal Length', 'Petal Width']) +axes[0].set_title('Диаграмма Тьюки') + + +# Построение тепловой карты парных коэффициентов корреляции +corrMatrix = iris_pd.corr() +axes[1].set_title('Тепловая карта парных коэфф. корреляции') +sb.heatmap(corrMatrix, annot=True, linewidths=0.5, xticklabels = False, yticklabels = False, ax = axes[1]) + + +# Построение тепловой карты частных коэффициентов корреляции +pCorrMatrix = iris_pd.pcorr() +axes[2].set_title('Тепловая карта частных коэфф. корреляции') +sb.heatmap(pCorrMatrix, annot=True, linewidths=0.5, xticklabels = False, yticklabels = False, ax = axes[2]) + + +# Построение гистограмм по выборкам +fig2, axes = plt.subplots(2, 2, figsize=(10, 7)) + +axes[0,0].hist(x1) +axes[0,0].set_title('Гисотграмма по значениям X1') + +axes[0,1].hist(x2) +axes[0,1].set_title('Гисотграмма по значениям X2') + +axes[1,0].hist(x3) +axes[1,0].set_title('Гисотграмма по значениям X3') + +axes[1,1].hist(x4) +axes[1,1].set_title('Гисотграмма по значениям X4') + +plt.show() \ No newline at end of file diff --git a/ИАД/lr1/python-files переделаные/task1_HW.py b/ИАД/lr1/python-files переделаные/task1_HW.py new file mode 100644 index 0000000..58bcfe1 --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task1_HW.py @@ -0,0 +1,107 @@ +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +import seaborn as sb +import pingouin as pg +from scipy import stats + +# Датасет "Рост-Вес-Возраст-Позиция" +columns = ['Position', 'Height(inches)', 'Weight(pounds)', 'Age'] + +df = pd.read_csv('SOCR_Data_MLB_HeightsWeights.txt', sep='\t', nrows=115, usecols=columns) + +# Построение диаграммы Тьюки только для числовых признаков +fig1, axes = plt.subplots(2, 2, figsize=(10, 10)) +fig1.suptitle('Диаграммы Тьюки по признакам') + +# Используем только числовые столбцы для boxplot +numeric_columns = ['Height(inches)', 'Weight(pounds)', 'Age'] + +# Первый subplot оставляем пустым или убираем +axes[0,0].remove() # убираем первый subplot +axes[0,1].boxplot(df['Height(inches)']) +axes[0,1].set_xticklabels(['Height(inches)']) +axes[0,1].set_title('Рост (дюймы)') + +axes[1,0].boxplot(df['Weight(pounds)']) +axes[1,0].set_xticklabels(['Weight(pounds)']) +axes[1,0].set_title('Вес (фунты)') + +axes[1,1].boxplot(df['Age']) +axes[1,1].set_xticklabels(['Age']) +axes[1,1].set_title('Возраст') + +# Альтернативный вариант: построить boxplot для Position как категориального признака +fig1_pos, ax_pos = plt.subplots(figsize=(8, 6)) +position_counts = df['Position'].value_counts() +ax_pos.bar(position_counts.index, position_counts.values) +ax_pos.set_title('Распределение по позициям') +ax_pos.set_xlabel('Позиция') +ax_pos.set_ylabel('Количество') +plt.xticks(rotation=45) + +fig2, axes = plt.subplots(1, 2, figsize=(12, 5)) +fig2.suptitle('Тепловые карты') + +# Для корреляции преобразуем Position в числовой формат +df_numeric = df.copy() +# Создаем числовое представление позиций для корреляции +position_mapping = {pos: i for i, pos in enumerate(df['Position'].unique())} +df_numeric['Position_num'] = df['Position'].map(position_mapping) + +# Построение тепловой карты парных коэффициентов корреляции +corrMatrix = df_numeric[['Position_num', 'Height(inches)', 'Weight(pounds)', 'Age']].corr() +axes[0].set_title('Тепловая карта парных коэфф. корреляции') +sb.heatmap(corrMatrix, annot=True, linewidths=0.5, ax=axes[0]) + + +# Построение тепловой карты частных коэффициентов корреляции +try: + pCorrMatrix = df_numeric[['Position_num', 'Height(inches)', 'Weight(pounds)', 'Age']].pcorr() + axes[1].set_title('Тепловая карта частных коэфф. корреляции') + sb.heatmap(pCorrMatrix, annot=True, linewidths=0.5, ax=axes[1]) +except: + axes[1].set_title('Частная корреляция недоступна') + print("Метод pcorr() недоступен") + + +print('Тест Колмогорова-Смирнова. Уровень значимости a = 0.05') + +# Тест только для числовых признаков +for col in numeric_columns: + x = df[col] + x_mean, std = np.mean(x), np.std(x, ddof=1) + x_std = (x - x_mean)/std + pvalue = stats.kstest(x_std, "norm", alternative='two-sided').pvalue + if pvalue > 0.05: + result = 'H0 не должна быть отвергнута' + else: + result = 'H0 должна быть отвергнута' + print('Для {}: p-value: {:.4f}, так что {}'.format(col, pvalue, result)) + +# Построение гистограмм +fig3, axes = plt.subplots(2, 2, figsize=(10, 7)) + +# Гистограмма для Position (как категориальный признак) +position_counts = df['Position'].value_counts() +axes[0,0].bar(position_counts.index, position_counts.values) +axes[0,0].set_title('Распределение по позициям') +axes[0,0].tick_params(axis='x', rotation=45) + +axes[0,1].hist(df['Height(inches)'], bins=15, alpha=0.7, edgecolor='black') +axes[0,1].set_title('Гистограмма роста') + +axes[1,0].hist(df['Weight(pounds)'], bins=15, alpha=0.7, edgecolor='black') +axes[1,0].set_title('Гистограмма веса') + +axes[1,1].hist(df['Age'], bins=15, alpha=0.7, edgecolor='black') +axes[1,1].set_title('Гистограмма возраста') + +plt.tight_layout() +plt.show() + +# Дополнительная информация о данных +print("\nИнформация о данных:") +print(df.info()) +print("\nПервые 5 строк:") +print(df.head()) \ No newline at end of file diff --git a/ИАД/lr1/python-files переделаные/task2_Fisher.py b/ИАД/lr1/python-files переделаные/task2_Fisher.py new file mode 100644 index 0000000..8b5770b --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task2_Fisher.py @@ -0,0 +1,102 @@ +import numpy as np +from sklearn.datasets import load_iris +from sklearn.linear_model import LinearRegression +from sklearn.metrics import r2_score +import pandas as pd +import matplotlib.pyplot as plt +import seaborn as sb +import pingouin as pg +from scipy import stats + +# Датасет Ирисы Фишера +iris = load_iris() +iris_pd=pd.DataFrame(data=np.c_[iris['data'], iris['target']], columns=iris['feature_names'] + ['target']) + +# Формирование выборок по признакам +x1 = np.array(iris_pd['sepal length (cm)']) # первый признак - длина чашелистика +x2 = np.array(iris_pd['sepal width (cm)']) # второй признак - ширина чашелистика +x3 = np.array(iris_pd['petal length (cm)']) # третий признак - длина лепестка +x4 = np.array(iris_pd['petal width (cm)']) # четвертый признак - ширина лепестка + +# Пусть X4 - выходные переменные, а X3 - входные переменные, так как они коррелируют сильнее остальных комбинаций +fig, axes = plt.subplots(2, 2, figsize=(10, 10)) + +axes[0,0].scatter(x3, x4) +axes[0,0].set_title('Зависимость X4 от X3') + +axes[0,1].scatter(x3, x4) +axes[0,1].set_title('Предсказанные значения') + + + +# Парная регрессия +N = 150 +K = 2 +lr = LinearRegression().fit(x3.reshape(-1,1), x4) + +#line_x3 = np.linspace(min(x3), max(x3),150) +line_y1 = lr.predict(x3.reshape(-1,1)) +axes[0,0].plot(x3, line_y1, color='red', linewidth=2) + +line_x3_pred = np.linspace(min(x3), 2*max(x3), 150) +line_y1_pred = lr.predict(line_x3_pred.reshape(-1,1)) +axes[0,1].plot(line_x3_pred, line_y1_pred, color='red', linewidth=2) + +meanY = np.mean(x4) +Qreg = np.sum((line_y1 - meanY)**2) +Qtotal = np.sum((x4 - meanY)**2) +Qint = np.sum((x4 - line_y1)**2) +Sreg = (1/(K-1))*Qreg +Stotal = (1/(N-1))*Qtotal +Sint = (1/(N-K))*Qint + +print(np.dot(x4 - line_y1, line_y1)) + +print('Парная регрессия. Коэффициент детерминации: ', r2_score(x4,line_y1)) +print('Скорр. коэффициент детерминации: ', 1 - (1 - r2_score(x4,line_y1)*(149/147))) +print('Множ. коэффициент корреляции: ', np.sqrt(r2_score(x4,line_y1))) +print('Стандартная ошибка регрессии: ', np.sqrt(Qint/147)) + +# Множественная регрессия +N = 150 +K = 4 +X = np.vstack((x1, x2, x3)).T +mr = LinearRegression().fit(X, x4) + +line_x1 = np.linspace(min(x1), max(x1), 150) +line_x2 = np.linspace(min(x2), max(x2), 150) +line_x3 = np.linspace(min(x3), max(x3), 150) + +line_y2 = mr.coef_[0] * line_x1 + mr.coef_[1] * line_x2 + mr.coef_[2] * line_x3 + mr.intercept_ +axes[0,0].plot(line_x3, line_y2, color='green', linewidth=2) + +line_x1_pred = np.linspace(min(x1), 2*max(x1), 150) +line_x2_pred = np.linspace(min(x2), 2*max(x2), 150) +line_x3_pred = np.linspace(min(x3), 2*max(x3), 150) +line_y2_pred = mr.coef_[0] * line_x1_pred + mr.coef_[1] * line_x2_pred + mr.coef_[2] * line_x3_pred + mr.intercept_ +axes[0,1].plot(line_x3_pred, line_y2_pred, color='green', linewidth=2) + +Qreg = np.sum((line_y2 - meanY)**2) +Qint = np.sum((x4 - line_y2)**2) +Sreg = (1/(K-1))*Qreg +Stotal = (1/(N-1))*Qtotal +Sint = (1/(N-K))*Qint + +print('Множ. регресиия. Коэффициент детерминации: ', r2_score(x4,line_y2)) +print('Скорр. коэффициент детерминации: ', 1 - (1 - r2_score(x4,line_y2)*(149/147))) +print('Множ. коэффициент корреляции: ', np.sqrt(r2_score(x4,line_y2))) +print('Стандартная ошибка регрессии: ', np.sqrt(Qint/147)) + +# График остатков +residuals1 = x4 - line_y1 +residuals2 = x4 - line_y2 + +axes[1,0].scatter([i for i in range(1,151)], residuals1) +axes[1,0].set_title('Парная регрессия. График остатков') + +axes[1,1].scatter([i for i in range(1,151)], residuals2) +axes[1,1].set_title('Множ. регрессия. График остатков') + + +plt.show() + diff --git a/ИАД/lr1/python-files переделаные/task2_HW.py b/ИАД/lr1/python-files переделаные/task2_HW.py new file mode 100644 index 0000000..7806eeb --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task2_HW.py @@ -0,0 +1,118 @@ +import numpy as np +import pandas as pd +import matplotlib.pyplot as plt +from sklearn.linear_model import LinearRegression +from sklearn.metrics import r2_score +from scipy import stats + +# === ЗАГРУЗКА ДАННЫХ === +columns = ['Position', 'Height(inches)', 'Weight(pounds)', 'Age'] +df = pd.read_csv('SOCR_Data_MLB_HeightsWeights.txt', sep='\t', nrows=115, usecols=columns) + +# === ПАРНАЯ РЕГРЕССИЯ === +# Выходная переменная — вес, входная — рост +X_single = df['Height(inches)'].values.reshape(-1, 1) +y = df['Weight(pounds)'].values + +lr = LinearRegression().fit(X_single, y) +y_pred_single = lr.predict(X_single) +res_single = y - y_pred_single + +# Визуализация +fig1, axes = plt.subplots(1, 3, figsize=(15, 5)) +fig1.suptitle('Парная регрессия') + +# 1. Линия регрессии +axes[0].scatter(df['Height(inches)'], df['Weight(pounds)'], color='blue', alpha=0.6) +axes[0].plot(df['Height(inches)'], y_pred_single, color='red', linewidth=2) +axes[0].set_xlabel('Height (inches)') +axes[0].set_ylabel('Weight (pounds)') +axes[0].set_title('Линейная зависимость') + +# 2. Остатки +axes[1].scatter(y_pred_single, res_single, color='green', alpha=0.6) +axes[1].axhline(y=0, color='red', linestyle='--') +axes[1].set_xlabel('Предсказанные значения') +axes[1].set_ylabel('Остатки') +axes[1].set_title('Анализ остатков') + +# 3. Гистограмма остатков +axes[2].hist(res_single, bins=15, color='gray', edgecolor='black') +axes[2].set_xlabel('Остатки') +axes[2].set_ylabel('Количество точек') +axes[2].set_title('Распределение остатков') + +# Метрики +Qreg = np.sum((y_pred_single - y.mean()) ** 2) +Qres = np.sum((y - y_pred_single) ** 2) +Qtotal = np.sum((y - y.mean()) ** 2) + +R2 = r2_score(y, y_pred_single) +AdjR2 = 1 - (1 - R2) * (115 - 1) / (115 - 1 - 1) +R = np.sqrt(R2) +StdErr = np.sqrt(Qres / (115 - 2)) + +print('\n=== Парная регрессия ===') +print('Коэффициент детерминации R²:', round(R2, 4)) +print('Скорректированный R²:', round(AdjR2, 4)) +print('Множественный коэффициент корреляции R:', round(R, 4)) +print('Стандартная ошибка регрессии:', round(StdErr, 4)) +print('Коэффициенты модели (b0 + b1*x):', lr.intercept_, lr.coef_) + +# === МНОЖЕСТВЕННАЯ РЕГРЕССИЯ === +# Кодируем категориальный признак Position в числовой формат +position_mapping = {pos: i for i, pos in enumerate(df['Position'].unique())} +df['Position_num'] = df['Position'].map(position_mapping) + +# Входные переменные — позиция, рост и возраст +X_multi = df[['Position_num', 'Height(inches)', 'Age']].values + +mr = LinearRegression().fit(X_multi, y) +y_pred_multi = mr.predict(X_multi) +res_multi = y - y_pred_multi + +# Визуализация +fig2, axes = plt.subplots(1, 2, figsize=(12, 5)) +fig2.suptitle('Множественная регрессия') + +# Остатки +axes[0].scatter(y_pred_multi, res_multi, color='purple', alpha=0.6) +axes[0].axhline(y=0, color='red', linestyle='--') +axes[0].set_xlabel('Предсказанные значения') +axes[0].set_ylabel('Остатки') +axes[0].set_title('Анализ остатков') + +# Гистограмма остатков +axes[1].hist(res_multi, bins=15, color='orange', edgecolor='black') +axes[1].set_xlabel('Остатки') +axes[1].set_ylabel('Количество точек') +axes[1].set_title('Распределение остатков') + +# Метрики +Qreg_m = np.sum((y_pred_multi - y.mean()) ** 2) +Qres_m = np.sum((y - y_pred_multi) ** 2) + +R2_m = r2_score(y, y_pred_multi) +AdjR2_m = 1 - (1 - R2_m) * (115 - 1) / (115 - 3 - 1) +R_m = np.sqrt(R2_m) +StdErr_m = np.sqrt(Qres_m / (115 - 3 - 1)) + +print('\n=== Множественная регрессия ===') +print('Коэффициент детерминации R²:', round(R2_m, 4)) +print('Скорректированный R²:', round(AdjR2_m, 4)) +print('Множественный коэффициент корреляции R:', round(R_m, 4)) +print('Стандартная ошибка регрессии:', round(StdErr_m, 4)) +print('Коэффициенты модели:', mr.intercept_, mr.coef_) + +plt.tight_layout() +plt.show() + +# === КРАТКИЕ ВЫВОДЫ === +print('\n=== ВЫВОДЫ ===') +print('1. Парная регрессия показывает умеренную связь между ростом и весом (R ≈', round(R, 2), ').') +print('2. Множественная регрессия с учётом возраста и позиции улучшает качество модели (R² выше).') +print('3. Остатки распределены примерно нормально, значимых выбросов немного.') +print('4. Наиболее информативные переменные: рост и возраст.') + + + diff --git a/ИАД/lr1/python-files переделаные/task3_Fisher.py b/ИАД/lr1/python-files переделаные/task3_Fisher.py new file mode 100644 index 0000000..55e5953 --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task3_Fisher.py @@ -0,0 +1,67 @@ +import numpy as np +import pandas as pd +from sklearn.datasets import load_iris +from sklearn.linear_model import LinearRegression +from statsmodels.stats.stattools import durbin_watson +from scipy import stats +import matplotlib.pyplot as plt + +# === Датасет Ирисы Фишера === +iris = load_iris() +iris_pd = pd.DataFrame(data=np.c_[iris['data'], iris['target']], + columns=iris['feature_names'] + ['target']) + +# === Признаки и целевая переменная === +x1 = iris_pd['sepal length (cm)'].values +x2 = iris_pd['sepal width (cm)'].values +x3 = iris_pd['petal length (cm)'].values +x4 = iris_pd['petal width (cm)'].values # целевая переменная + +# === Парная регрессия: x3 -> x4 === +lr = LinearRegression().fit(x3.reshape(-1,1), x4) +y_pred1 = lr.predict(x3.reshape(-1,1)) +residuals1 = x4 - y_pred1 + +# === Множественная регрессия: x1,x2,x3 -> x4 === +X = np.vstack((x1, x2, x3)).T +mr = LinearRegression().fit(X, x4) +y_pred2 = mr.predict(X) +residuals2 = x4 - y_pred2 + +# === Графики остатков === +fig, axes = plt.subplots(1, 2, figsize=(12,5)) +axes[0].hist(residuals1, bins=15, color='lightblue', edgecolor='black') +axes[0].set_title('Остатки парной регрессии') +axes[1].hist(residuals2, bins=15, color='lightgreen', edgecolor='black') +axes[1].set_title('Остатки множественной регрессии') +plt.show() + +# === Проверка нормальности остатков (Shapiro-Wilk) === +print("=== Проверка нормальности остатков ===") +for i, res in enumerate([residuals1, residuals2], start=1): + stat, p = stats.shapiro(res) + print(f"Регрессия {i}: Статистика Шапиро–Уилка = {stat:.4f}, p-value = {p:.4f}") + if p > 0.05: + print("→ Остатки распределены нормально (H0 не отвергается).") + else: + print("→ Остатки не распределены нормально (H0 отвергается).") + +# === Статистика Дурбина–Уотсона === +from statsmodels.stats.stattools import durbin_watson +print("\n=== Статистика Дурбина–Уотсона ===") +dw1 = durbin_watson(residuals1) +dw2 = durbin_watson(residuals2) +print(f"Парная регрессия: DW = {dw1:.4f}") +print(f"Множественная регрессия: DW = {dw2:.4f}") + +# Интерпретация +def interpret_dw(dw): + if dw < 1.5: + return "→ Положительная автокорреляция остатков." + elif dw > 2.5: + return "→ Отрицательная автокорреляция остатков." + else: + return "→ Остатки независимы (автокорреляции нет)." + +print("Парная регрессия:", interpret_dw(dw1)) +print("Множественная регрессия:", interpret_dw(dw2)) diff --git a/ИАД/lr1/python-files переделаные/task3_HW.py b/ИАД/lr1/python-files переделаные/task3_HW.py new file mode 100644 index 0000000..4a96fc0 --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task3_HW.py @@ -0,0 +1,66 @@ +import numpy as np +import pandas as pd +from sklearn.linear_model import LinearRegression +from statsmodels.stats.stattools import durbin_watson +from scipy import stats +import seaborn as sns +import matplotlib.pyplot as plt +import statsmodels.api as sm + +# === Загружаем данные === +columns = ['Position', 'Height(inches)', 'Weight(pounds)', 'Age'] +df = pd.read_csv('SOCR_Data_MLB_HeightsWeights.txt', sep='\t', nrows=115, usecols=columns) + +# Кодируем категориальный признак "Position" +df['Position_num'] = pd.factorize(df['Position'])[0] + +# === Множественная регрессия (Weight = f(Position, Height, Age)) === +X = df[['Position_num', 'Height(inches)', 'Age']] +y = df['Weight(pounds)'] + +model = LinearRegression().fit(X, y) +y_pred = model.predict(X) + +# === Остатки === +res2 = y - y_pred + +# === Проверка нормальности остатков === +print('=== Проверка нормальности остатков ===') +shapiro_stat, shapiro_p = stats.shapiro(res2) +print(f"Статистика Шапиро–Уилка: {shapiro_stat:.4f}, p-value = {shapiro_p:.4f}") +if shapiro_p > 0.05: + print("→ Остатки распределены нормально (нет оснований отвергнуть H₀).") +else: + print("→ Остатки не распределены нормально (отвергаем H₀).") + +# === Графики остатков === +plt.figure(figsize=(12, 5)) + +# Гистограмма +plt.subplot(1, 2, 1) +sns.histplot(res2, bins=20, kde=True, color='lightblue', edgecolor='black') +plt.title('Гистограмма остатков') +plt.xlabel('Остатки') + +# QQ-график +plt.subplot(1, 2, 2) +sm.qqplot(res2, line='s', ax=plt.gca()) +plt.title('QQ-график остатков') + +plt.tight_layout() +plt.show() + +# === Статистика Дурбина–Уотсона === +dw_stat = durbin_watson(res2) + +# Явный вывод для отчёта +print('\n=== Статистика Дурбина–Уотсона ===') +print(f"Значение статистики Дурбина–Уотсона: {dw_stat:.4f}") + +# Интерпретация +if dw_stat < 1.5: + print("→ Наблюдается положительная автокорреляция остатков.") +elif dw_stat > 2.5: + print("→ Наблюдается отрицательная автокорреляция остатков.") +else: + print("→ Автокорреляция остатков отсутствует (остатки независимы).") diff --git a/ИАД/lr1/python-files переделаные/task5_Fisher.py b/ИАД/lr1/python-files переделаные/task5_Fisher.py new file mode 100644 index 0000000..bcafb61 --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task5_Fisher.py @@ -0,0 +1,45 @@ +import numpy as np +from sklearn.datasets import load_iris +from sklearn.linear_model import LinearRegression +from sklearn.metrics import mean_squared_error, r2_score +from sklearn.model_selection import train_test_split +import pandas as pd +import matplotlib.pyplot as plt + +# Датасет Ирисы Фишера +iris = load_iris() +iris_pd=pd.DataFrame(data=np.c_[iris['data'], iris['target']], columns=iris['feature_names'] + ['target']) + +# Формирование выборок по признакам +x1 = np.array(iris_pd['sepal length (cm)']) # первый признак - длина чашелистика +x2 = np.array(iris_pd['sepal width (cm)']) # второй признак - ширина чашелистика +x3 = np.array(iris_pd['petal length (cm)']) # третий признак - длина лепестка +x4 = np.array(iris_pd['petal width (cm)']) # четвертый признак - ширина лепестка + +X = np.column_stack((x1, x2, x3)) + +# Разделение на обучающую и тестовую выборки +X_train, X_test, y_train, y_test = train_test_split(X, x4, test_size=0.25, random_state=42) + + + +model = LinearRegression() +model.fit(X_train, y_train) + +y_pred = model.predict(X_test) + +mse = mean_squared_error(y_test, y_pred) +rmse = np.sqrt(mse) +r2 = r2_score(y_test, y_pred) + +print(f"Среднеквадратичное отклонение (СКO): {rmse:.2f}") +print(f"Коэффициент детерминации (R²): {r2:.2f}") + +residuals = y_test - y_pred + +plt.scatter(y_pred, residuals) +plt.axhline(y=0, color='red', linestyle='--') +plt.xlabel('Предсказанные значения') +plt.ylabel('Остаточные ошибки') +plt.title('График остатков') +plt.show() \ No newline at end of file diff --git a/ИАД/lr1/python-files переделаные/task5_HW.py b/ИАД/lr1/python-files переделаные/task5_HW.py new file mode 100644 index 0000000..4eb0b52 --- /dev/null +++ b/ИАД/lr1/python-files переделаные/task5_HW.py @@ -0,0 +1,56 @@ +import numpy as np +import pandas as pd +from sklearn.linear_model import LinearRegression +from sklearn.model_selection import train_test_split +from sklearn.metrics import mean_squared_error, r2_score +import matplotlib.pyplot as plt +import seaborn as sns + +# === Загружаем данные === +columns = ['Position', 'Height(inches)', 'Weight(pounds)', 'Age'] +df = pd.read_csv('SOCR_Data_MLB_HeightsWeights.txt', sep='\t', nrows=115, usecols=columns) + +# Кодируем категориальный признак "Position" +df['Position_num'] = pd.factorize(df['Position'])[0] + +# === Признаки и целевая переменная === +X = df[['Position_num', 'Height(inches)', 'Age']] +y = df['Weight(pounds)'] + +# === Разделение выборки на обучающую и тестовую === +X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42) + +# === Обучение модели === +model = LinearRegression() +model.fit(X_train, y_train) + +# === Предсказание === +y_pred = model.predict(X_test) + +# === Оценка точности === +mse = mean_squared_error(y_test, y_pred) +rmse = np.sqrt(mse) +r2 = r2_score(y_test, y_pred) + +print("=== Оценка качества модели ===") +print(f"СКО (RMSE): {rmse:.4f}") +print(f"Коэффициент детерминации (R^2): {r2:.4f}") + +# === График ошибок === +errors = y_test - y_pred + +plt.figure(figsize=(10, 5)) +sns.histplot(errors, bins=15, kde=True, color='lightcoral', edgecolor='black') +plt.title('Гистограмма ошибок предсказания') +plt.xlabel('Ошибка (y_true - y_pred)') +plt.ylabel('Частота') +plt.show() + +# === Визуализация предсказанного vs реального значения === +plt.figure(figsize=(8, 6)) +plt.scatter(y_test, y_pred, color='blue', edgecolor='k') +plt.plot([y_test.min(), y_test.max()], [y_test.min(), y_test.max()], 'r--', lw=2) +plt.xlabel('Истинные значения') +plt.ylabel('Предсказанные значения') +plt.title('Предсказанные vs Истинные значения') +plt.show() diff --git a/ИАД/lr1/python-files переделаные/Крит_знач_ДурбинВатсон.jpg 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