more tweaks

more tweaks
model has produced results!!!

Cross Validation Scores on the Model [ 0.98445596  0.97409326
0.96891192  0.97409326  0.97409326]
Who the model thought would get hurt in 2013 26     Brandon Beachy
27     Brandon Beachy
91        Cory Luebke
171     Neftali Feliz
213        Luis Perez
388       Joe Wieland
389       Joe Wieland
404    Charlie Morton
536       Josh Tomlin
594                 0
633                 0
645                 0
656                 0
682                 0
Name: 2012_p_name, dtype: object
Who actually had tommy john in 2013 14     Felipe Paulino
26     Brandon Beachy
47     Frank Herrmann
91        Cory Luebke
171     Neftali Feliz
174     Jonny Venters
213        Luis Perez
302       Danny Duffy
388       Joe Wieland
389       Joe Wieland
400    Drew Hutchison
404    Charlie Morton
408       Kyle Drabek
536       Josh Tomlin
562     Daniel Hudson
594                 0
608                 0
627                 0
633                 0
634                 0
645                 0
656                 0
682                 0
762                 0
Name: 2012_p_name, dtype: object
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