Progressing on feature reduction / started svm

Author: HybridNeos

data/processed/raw.csv

@@ -55,7 +55,7 @@ RYAN WILLIE,400,5,1,0.9274776690769884,0.9691111111111111,0.9535314768982448,0.0
 RICHARD KUYKENDOLL,400,6,1,0.8618577075098813,0.963756906077348,0.9274204109203734,0.0278033294974477,0.9272804592813098,0.9129160961077188,0.9521856303796594,0.9274204109203734,0.961207846594666,0.873481842736767,0.0357798688438014,0.0599017165690941,0.0,27,SO,2,OKLAHOMA,0.7916666666666666
 JEVAUGHN POWELL,400,7,1,0.8844047860474549,0.9719188767550704,0.930996314536687,0.0240876974918509,0.931439555745408,0.9179120591883748,0.9498035078851568,0.930996314536687,0.9590939080712558,0.8958021786488332,0.0297314839244021,0.0385309447310559,0.0,19,SO,2,UTEP,0.75
 TYLER JOHNSON,400,8,1,0.9157916841663168,0.9701890989988876,0.9443122234218996,0.0140530185167577,0.9443482026851452,0.9334332191780822,0.9542669584245076,0.9443122234218996,0.9654638034093423,0.9188852530412198,0.0221508487804596,0.0272939081357573,0.0,45,SR,4,OHIO STATE,0.7083333333333333
-EMMANUEL BAMIDELE,400,8,0,0.9296525261138352,0.964183064337829,0.9529044931375432,0.010024060967744,0.955521472392638,0.9497039495087514,0.957830002196354,0.9529044931375432,0.957830002196354,0.9396574610656376,0.0051556185025591,0.0139990472095091,0.0833333333333333,12,FR,1,TEXAS A&M,0.7083333333333333
+EMMANUEL BAMIDELE,400,9,0,0.9296525261138352,0.964183064337829,0.9529044931375432,0.010024060967744,0.955521472392638,0.9497039495087514,0.957830002196354,0.9529044931375432,0.957830002196354,0.9396574610656376,0.0051556185025591,0.0139990472095091,0.0833333333333333,12,FR,1,TEXAS A&M,0.7083333333333333
 DWIGHT ST HILLAIRE,400,10,0,0.9177188552188552,0.9789001122334456,0.9501228810579128,0.0133433069072015,0.9499019821389676,0.9453717754172988,0.9588830255057168,0.9501228810579126,0.9680355160932298,0.9213461714810252,0.0186769091248366,0.0307530702020931,0.0,45,SR,4,KENTUCKY,0.625
 ISMAIL TURNER,400,11,0,0.8969559851912794,0.9678206835330668,0.9418689576402454,0.0170552431263041,0.946192232588414,0.9312406576980568,0.9546851753386928,0.9418689576402456,0.955521472392638,0.9189524913034246,0.0143908333638595,0.0246304838648864,0.0,15,JR,3,UCLA,0.5833333333333333
 JACORY PATTERSON,400,12,0,0.919460257221168,0.9732202633340772,0.9518308368671008,0.0100899153494441,0.9525993883792048,0.9467060207251364,0.9566744482173176,0.9518308368671008,0.9661054497120072,0.9323927735225932,0.0148853879503651,0.0206324379307479,0.0277777777777777,36,JR,3,FLORIDA,0.5416666666666667

explore_athlete.ipynb

@@ -1052,7 +1052,8 @@
     "df = pd.read_csv(\"./data/processed/raw.csv\")\n",
     "df.head()\n",
     "df[\"score\"] = df[\"place\"].copy().apply(lambda x: 1-((x-1)/24))\n",
-    "df.to_csv(\"./data/processed/raw.csv\", index=False)"
+    "df.to_csv(\"./data/processed/raw.csv\", index=False)\n",
+    "# EMMANUEL BAMIDELE should be 9th place but is 8th"
    ]
   }
  ],