基于机器学习和RNN的NBA球队战绩及个人数据预测.zip

num,player,time,hit_rate,fr_throw,reb,ast,ste,blo,tov,ppg,win,lose, 1,Michael Jordan,38.3,49.70%,83.50%,6.2,5.3,2.3,0.8,2.7,30.1,668,322, 2,Wilt Chamberlain,45.8,54.00%,51.10%,22.9,4.4,?,?,?,30.1,645,400, 3,Elgin Baylor,40,43.10%,78.00%,13.5,4.3,?,?,?,27.4,500,346, 4,Kevin Durant,37.4,48.80%,88.20%,7.2,3.8,1.2,1,3.2,27.2,425,278, 5,LeBron James,38.9,50.10%,74.00%,7.3,7,1.6,0.8,3.4,27.1,711,350, 6,Jerry West,39.2,47.40%,81.40%,5.8,6.7,?,?,?,27,?,?, 7,allen iverson,41.1,42.50%,78.00%,3.7,6.2,2.2,0.2,3.6,26.7,466,448, 8,Bob Pettit,38.8,43.60%,76.10%,16.2,3,?,?,?,26.4,?,?, 9,George Gervin,33.5,51.10%,84.40%,4.6,2.8,1.2,0.8,?,26.2,?,?, 10,Os car Robertson,42.2,48.50%,83.80%,7.5,9.5,?,?,?,25.7,?,?, 11,Karl Malone,37.2,51.60%,74.20%,10.1,3.6,1.4,0.8,3.1,25,952,524, 12,Kobe Bryant,36.1,44.70%,83.70%,5.2,4.7,1.4,0.5,3,25,836,510, 13,Dominique Wilkins,35.5,46.10%,81.10%,6.7,2.5,1.3,0.6,2.5,24.8,?,?, 14,Carmelo Anthony,36.2,45.20%,81.30%,6.6,3.1,1.1,0.5,2.8,24.8,533,443, 15,Karim Jabbar,36.8,55.90%,72.10%,11.2,3.6,?,?,?,24.6,?,?, 16,Larry bird,38.4,49.60%,88.60%,10,6.3,1.7,0.8,3.1,24.3,?,?, 17,Adrian Dantley,35.8,54.00%,81.80%,5.7,3,1,0.2,?,24.3,?,?, 18,pete maravich,37,44.10%,82.00%,4.2,5.4,?,?,?,24.2,?,?, 19,Shaquille ONeil,34.7,58.20%,52.70%,10.9,2.5,0.6,2.3,2.7,23.7,819,388, 20,Dwyane Wade,35.4,48.40%,76.80%,4.8,5.7,1.6,0.9,3.3,23.3,539,376, 21,Rick Barry,36.3,44.90%,90.00%,6.5,5.1,?,?,?,23.2,?,?, 22,George Mikan,?,40.40%,78.20%,?,2.8,?,?,?,23.1,?,?, 23,Paul Arizin,?,42.10%,81.00%,8.6,2.3,?,?,?,22.8,?,?, 24,Stephen Currie,34.7,47.60%,90.10%,4.4,6.8,1.8,0.2,3.2,22.8,369,205, 25,Russell Westbrook,34.1,43.30%,82.30%,6.2,7.9,1.7,0.3,3.9,22.7,410,258, 26,Alex Gologa,?,47.40%,75.60%,?,2.4,?,?,?,22.5,?,?, 27,Bernard Kim,33.7,51.80%,73.00%,5.8,3.3,1,0.3,3.2,22.5,?,?, 28,Damian Lillard,36.4,43.00%,87.70%,4,6.2,0.9,0.3,2.8,22.4,216,180, 29,Anthony Davis,34.4,51.30%,78.70%,10.2,1.8,1.3,2.4,1.8,22.4,146,189, 30,James Harden,33.6,44.20%,85.40%,5,5.7,1.5,0.4,3.4,22.1,388,227, 31,Charles Barclay,36.7,54.10%,73.50%,11.7,3.9,1.5,0.8,3.1,22.1,?,?, 32,David Thompson,32,50.40%,77.80%,3.8,3.2,0.9,0.8,?,22.1,?,?, 33,Bob Mcadu,33.2,50.30%,75.40%,9.4,2.3,?,?,?,22.1,?,?, 34,Julius Erving,34.3,50.70%,77.70%,6.7,3.9,1.8,1.5,?,22,?,?, 35,Geoff Petri,37.6,45.50%,80.50%,2.8,4.6,?,?,?,21.8,?,?, 36,Hakeem Olajuwon,35.7,51.20%,71.20%,11.1,2.5,1.7,3.1,3,21.8,?,?, 37,Karl Anthony Downs,34.5,54.20%,82.40%,11.4,2.3,0.7,1.5,2.4,21.7,60,104, 38,Dirk NOWITZKI,34.9,47.30%,87.90%,7.8,2.5,0.8,0.9,1.7,21.7,875,519, 39,Kyrie Irving,34.2,45.70%,87.30%,3.4,5.6,1.3,0.3,2.7,21.6,200,181, 40,Blake Griffin,35.2,51.80%,67.30%,9.4,4.1,1,0.6,2.5,21.5,292,179, 41,Alex English,31.9,50.70%,83.20%,5.5,3.6,0.9,0.7,?,21.5,?,?, 42,DeMarcus Cousins,32,45.90%,73.60%,10.8,3,1.4,1.2,3.5,21.2,179,308, 43,David Robinson,34.7,51.80%,73.60%,10.6,2.5,1.4,3,2.4,21.1,673,314, 44,Mitch Richmond,35.2,45.50%,85.00%,3.9,3.5,1.2,0.3,2.6,21,432,544, 45,Patrick Ewing,34.3,50.40%,74.00%,9.8,1.9,1,2.4,3,21,678,505, 46,Elvin Hayes,38.4,45.20%,67.00%,12.5,1.8,?,?,?,21,?,?, 47,Billy Cunningham,34.3,44.60%,72.00%,10.1,4,?,?,?,20.8,?,?, 48,John Hafelicek,36.6,43.90%,81.50%,6.3,4.8,?,?,?,20.8,?,?, 49,John Drew,29.5,47.00%,74.80%,6.9,1.7,1.4,0.3,?,20.7,?,?, 50,Glenn Robinson,36.8,45.90%,82.00%,6.1,2.7,1.2,0.6,3.1,20.7,314,374, 51,Chris Weber,37.1,47.90%,64.90%,9.8,4.2,1.4,1.4,2.8,20.7,472,359, 52,Gilbert Arenas,35.1,42.10%,80.30%,3.9,5.3,1.6,0.2,3.2,20.7,253,299, 53,Moses Malone,33.9,49.10%,76.90%,12.2,1.4,0.8,1.3,?,20.6,?,?, 54,Clyde Drexler,34.6,47.20%,78.80%,6.1,5.6,2,0.7,2.7,20.4,?,?, 55,Dan Issel,31.1,50.60%,79.70%,7.9,2.5,1,0.6,?,20.4,?,?, 56,Andrew Wiggins,36.2,45.00%,76.00%,4.1,2.1,1,0.5,2.2,20.4,76,169, 57,Dave Bing,36.4,44.10%,77.50%,3.8,6,?,?,?,20.3,?,?, 58,Wald B Jeffrey,30.4,45.60%,75.30%,2.7,3.7,1,0.3,?,20.3,?,?, 59,Joel Nebid,25.4,46.60%,78.30%,7.8,2.1,0.9,2.5,3.8,20.2,13,18, 60,Lou Hodson,33.5,48.90%,79.70%,4.4,2.7,?,?,?,20.2,?,?, 61,John Williams,31.8,44.90%,83.30%,2.5,2.8,1.1,0.2,?,20.1,?,?, 62,Marquis Johnson,34.3,51.80%,73.90%,7,3.6,1.3,0.8,2.4,20.1,?,?, 63,Walt Bellamy,37.3,51.60%,63.20%,13.7,2.4,?,?,?,20.1,?,?, 64,Bob Lanier,33.5,51.40%,76.70%,10.1,3.1,?,?,?,20.1,?,?, 65,Mark Aguirre,30,48.40%,74.10%,5,3.1,0.7,0.3,2.5,20,?,?, 66,Mike Mitchell,32.3,49.30%,77.90%,5.6,1.3,0.7,0.5,1.7,19.8,?,?, 67,Kiki Vandeweghe,30.3,52.50%,87.20%,3.4,2.1,0.6,0.3,1.6,19.7,?,?, 68,Paul Pierce,34.2,44.50%,80.60%,5.6,3.5,1.3,0.6,2.6,19.7,758,585, 69,Tracy Mcgrady,32.7,43.50%,74.60%,5.6,4.4,1.2,0.9,2.2,19.6,478,460, 70,Earvin Johnson,36.7,52.00%,84.80%,7.2,11.2,1.9,0.4,3.9,19.5,?,?, 71,Derrick Rose,34.7,45.10%,82.00%,3.7,6,0.8,0.4,2.8,19.5,271,199, 72,Neuil Johnston,35.5,44.40%,76.80%,11.3,2.5,?,?,?,19.4,?,?, 73,Stephon Marbury,37.7,43.30%,78.40%,3,7.6,1.2,0.1,3,19.3,376,470, 74,DeMar DeRozan,34.1,44.60%,82.80%,4.1,2.8,1,0.3,1.9,19.3,296,299, 75,Chris Bosh,35.8,49.40%,79.90%,8.5,2,0.8,1,2,19.2,488,405, 76,Jack Twyman,31.8,45.00%,77.80%,6.6,2.3,?,?,?,19.2,?,?, 77,Hall Grier,35.5,45.20%,80.10%,5,4,?,?,?,19.2,?,?, 78,Isiah Thomas,36.3,45.20%,75.90%,3.6,9.3,1.9,0.3,3.8,19.2,?,?, 79,Georgo Yardley,33.4,42.20%,78.00%,8.9,1.7,?,?,?,19.2,?,?, 80,Spencer Haywood,33.7,46.50%,80.00%,9.3,1.8,?,?,?,19.2,?,?, 81,Isaiah Thomas,30,44.30%,87.60%,2.6,5.2,1,0.1,2.3,19.1,214,227, 82,Klay Thompson,32.7,45.30%,85.30%,3.3,2.3,0.9,0.5,1.7,19.1,322,142, 83,LaMarcus Aldridge,34.7,48.60%,80.20%,8.3,1.9,0.8,1,1.6,19.1,475,319, 84,Jamal Mashburn,37.3,41.80%,76.60%,5.4,4,1,0.2,2.6,19.1,299,312, 85,Jeff Malone,32.8,48.40%,87.10%,2.6,2.4,0.6,0.1,1.7,19,?,?, 86,Tim Duncan,34,50.60%,69.60%,10.8,3,0.7,2.2,2.4,19,1001,391, 87,Michael Redd,32,44.70%,83.80%,3.8,2.1,0.9,0.1,1.5,19,285,344, 88,Yao Ming,32.5,52.40%,83.30%,9.2,1.6,0.4,1.9,2.7,19,284,202, 89,Brad Daugherty,36.5,53.20%,74.70%,9.5,3.7,0.8,0.7,2.8,19,310,238, 90,Clark Kellogg,32.7,49.70%,75.70%,9.5,2.9,1.5,0.4,2.8,18.9,?,?, 91,Amare stoudemire,31,53.70%,76.10%,7.8,1.2,0.8,1.2,2.3,18.9,478,368, 92,Walter Davis,27.9,51.10%,85.10%,3,3.8,1.2,0.1,2.5,18.9,?,?, 93,Walt Frazier,37.5,49.00%,78.60%,5.9,6.1,?,?,?,18.9,?,?, 94,Ray Allen,35.6,45.20%,89.40%,4.1,3.4,1.1,0.2,2.1,18.9,755,545, 95,Earl Monroe,32,46.40%,80.70%,3,3.9,?,?,?,18.8,?,?, 96,John Wall,36.1,43.30%,79.10%,4.4,9.2,1.7,0.6,3.8,18.8,237,263, 97,Brandon Roy,35.5,45.90%,80.00%,4.3,4.7,1,0.2,1.8,18.8,186,140, 98,Nate Archibald,35.6,46.70%,81.00%,2.3,7.4,?,?,?,18.8,?,?, 99,Willis Reed,35.5,47.60%,74.70%,12.9,1.8,?,?,?,18.7,?,?, 100,Chris Paul,35.6,47.30%,86.60%,4.4,9.9,2.3,0.1,2.4,18.7,516,318, 101,Bailey Howell,32.2,48.00%,76.20%,9.9,1.9,?,?,?,18.7,?,?, 102,Tom Heinsohn,29.4,40.50%,79.00%,8.8,2,?,?,?,18.6,?,?, 103,Gail Goodrich,32.5,45.60%,80.70%,3.2,4.7,?,?,?,18.6,?,?, 104,Brook Lopez,32.3,50.60%,79.40%,7.1,1.5,0.6,1.7,2.1,18.6,200,362, 105,Reggie Seux,33.7,47.10%,82.60%,3.3,6.3,1.2,0.2,3.4,18.5,?,?, 106,Dolph Schayes,?,38.00%,84.90%,?,3.1,?,?,?,18.5,?,?, 107,Bob Dandridge,35.2,48.40%,78.00%,6.8,3.4,?,?,?,18.5,?,?, 108,Antoine Jamieson,34.7,45.10%,72.40%,7.5,1.6,1,0.4,1.6,18.5,453,631, 109,rudy gay,35.6,45.20%,79.60%,5.9,2.3,1.3,0.8,2.4,18.4,311,442, 110,Kevin Love,32.6,44.20%,82.00%,11.5,2.4,0.7,0.5,2,18.4,268,308, 111,Kemba Walker,33.9,41.10%,82.70%,3.9,5.4,1.4,0.4,2.1,18.4,170,273, 112,Bob Cousy,?,37.50%,80.30%,5.2,7.5,?,?,?,18.4,?,?, 113,Glenn Les,35,45.60%,84.60%,4.4,2.1,1,0.3,1.7,18.3,504,496, 114,Latrel Sprewell,38.6,42.50%,80.40%,4.1,4,1.4,0.4,2.7,18.3,449,464, 115,Chet Walker,32.4,47.00%,79.60%,7.1,2.1,?,?,?,18.2,?,?, 116,Vince Carter,32,43.80%,79.90%,4.6,3.3,1.1,0.6,1.8,18.2,721,626, 117,Reggie Miller,34.3,47.10%,88.80%,3,3,1.1,0.2,1.7,18.2,767,622, 118,Chris Mullin,32.6,50.90%,86.50%,4.1,3.5,1.6,0.6,2.3,18.2,496,490, 119,Steve Francis,37.6,42.90%,79.70%,5.6,6,1.5,0.4,3.5,18.1,268,308, 120,Tom Chambers,30.6,46.80%,80.70%,6.1,2.1,0.8,0.6,2.3,18.1,?,?, 121,Sharif Abdul Rahim,34.8,47.20%,81.00%,7.5,2.5,1,0.8,2.6,18.1,275,555, 122,Paul George,32.8,43.20%,85.00%,6.3,3.2,1.7,0.4,2.5,18.1,261,187, 123,Cliff Hagan,29.2,45.00%,79.80%,6.9,3,?,?,?,18,?,?, 124,Otis Bilders