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bearking58 commited on
Commit
09418f5
·
1 Parent(s): 04383e2

fix: numpy to dataframe

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Files changed (1) hide show
  1. core-model-prediction/random_forest_model.py +2 -1
core-model-prediction/random_forest_model.py CHANGED
@@ -15,7 +15,8 @@ class RandomForestModel:
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  def preprocess_input(self, secondary_model_features: List[float]) -> np.ndarray:
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  features_df = pd.DataFrame([secondary_model_features], columns=[
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  self.secondary_model_features])
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- features_df = self.scaler.transform(features_df)
 
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  return features_df.values.astype(np.float32).reshape(1, -1)
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  def predict(self, secondary_model_features: List[float]):
 
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  def preprocess_input(self, secondary_model_features: List[float]) -> np.ndarray:
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  features_df = pd.DataFrame([secondary_model_features], columns=[
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  self.secondary_model_features])
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+ features_df[self.secondary_model_features] = self.scaler.transform(
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+ features_df[self.secondary_model_features])
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  return features_df.values.astype(np.float32).reshape(1, -1)
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  def predict(self, secondary_model_features: List[float]):