Data Preprocessing

The agent assists in preprocessing your dataset to prepare it for model training.

Features

• Missing Value Handling: Detect and handle missing data.
• Categorical Encoding: Convert categorical variables into numerical form.
• Scaling/Normalization: Scale numerical features appropriately.

Usage

> preprocess data
Please enter the dataset path:
> data/dataset.csv
Please enter the target column name:
> target
Any additional preprocessing instructions?
> use standard scaler

The preprocessed data is saved to data/preprocessed_data.csv by default.