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Using dict keys in iterator creates dict key lists not lists! #3

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8 changes: 4 additions & 4 deletions bootstrap_prediction/bootstrap_predictor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -84,20 +84,20 @@ def _oob_prediction_single(self):
''' returns list of individual predictions and list of target values'''

tar_list, pred_list = [], []
for tar_id, preds in self._pred_dict.items():
for tar_id, preds in list(self._pred_dict.items()):
tar_list += [self._train_targets[tar_id]] * len(preds)
pred_list += preds
return pred_list, tar_list
return np.array(pred_list), np.array(tar_list)

@property
def oob_prediction(self):
return np.array([self.aggregate(self._pred_dict[i])
for i in self._train_targets])
for i in self._train_targets.keys()])

@property
def oob_score_(self):
mask = np.isnan(self.oob_prediction)
targets = np.array(self._train_targets.values())
targets = np.array(list(self._train_targets.values()))
prediction = self.oob_prediction
if np.sum(mask) > 0:
logging.warning('Not all values bootstrap predicted')
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