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Jerin-T / rental_prediction_system

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Data Preprocessing #14

Open Jerin-T opened 8 months ago

Jerin-T commented 8 months ago
  1. Handling missing values and duplicate values. @sanikasab
  2. Encoding of the categorical columns. @TanviTakkar
  3. Transforming all the columns to suitable datatypes. @snehamohan96
  4. Scaling of the columns using standard scaler which can improve the performance and stability of the model. @dona516
  5. Detecting potential outliers in the data @snehamohan96 @sanikasab
  6. Removal using IQR method. @TanviTakkar @dona516