def _evaluate_all(self, prediction):
"""
Get logloss given prediction
"""
target = pd.read_csv(ABSOLUTE_PATH +
"data/evaluation/ALL_target_no_play_in.csv")
Metrics.logloss(target, prediction)
Metrics.accuracy(target, prediction)
def _evaluate(self, year, prediction):
"""
Get logloss given prediction for a particular year
"""
true = pd.read_csv(
ABSOLUTE_PATH +
"data/evaluation/{}_target_no_play_in.csv".format(year))
self.score = Metrics.logloss(true, prediction, year=year)
Metrics.accuracy(true, prediction, year=year)
def _evaluate(self,year, prediction):
true = pd.read_csv(ABSOLUTE_PATH+"data/evaluation/{}_target_no_play_in.csv".format(year))
Metrics.logloss(true,prediction,year=year)
Metrics.accuracy(true, prediction, year=year)