Python RandForest Examples

Example #1

class UseRF(AdaClassifier):
    def __init__(self, params):
        self.rf = RandForest(params)
        self.tr_ids, self.tr_pred, self.tr_act = [], [], []

    def train(self, tr_all, v_all, weights):
        self.tr_ids, self.tr_pred, self.tr_act = self.rf.train(
            tr_all, v_all, weights)

    def get_labels(self):
        return self.tr_ids, self.tr_pred, self.tr_act

    def get_test_results(self, ts_data):
        ts_ids, test_x = ts_data
        return ts_ids, self.rf.test(test_x)

Example #2

File: adaboost_classifiers.py Project: thushv89/kaggle_tel

class UseRF(AdaClassifier):

    def __init__(self,params):
        self.rf = RandForest(params)
        self.tr_ids,self.tr_pred,self.tr_act = [],[],[]

    def train(self,tr_all,v_all,weights):
        self.tr_ids,self.tr_pred,self.tr_act = self.rf.train(tr_all,v_all,weights)

    def get_labels(self):
        return self.tr_ids,self.tr_pred,self.tr_act

    def get_test_results(self,ts_data):
        ts_ids, test_x = ts_data
        return ts_ids,self.rf.test(test_x)

Example #3

 def __init__(self, params):
     self.rf = RandForest(params)
     self.tr_ids, self.tr_pred, self.tr_act = [], [], []

Example #4

File: adaboost_classifiers.py Project: thushv89/kaggle_tel

 def __init__(self,params):
     self.rf = RandForest(params)
     self.tr_ids,self.tr_pred,self.tr_act = [],[],[]