Commands

Available Commands

• show files: List files in the current directory.
• preprocess data: Preprocess data for binary classification.
• train model: Train a binary classification model.
• evaluate model: Evaluate the trained model.
• plot results: Generate plots for data or evaluation results.
• generate report: Create a documentation report.
• custom instruction: Execute a custom instruction.
• exit: Terminate the agent.

Example Workflow

Listing Files

```plaintext

show files

Preprocessing Data

preprocess data Please enter the dataset path: data/dataset.csv Please enter the target column name: target

Training a Model

train model Any additional training instructions? (e.g., 'use Random Forest classifier'): use Random Forest classifier

Evaluating the Model

evaluate model

Plotting Results

plot What would you like to plot? - Type 'data' to plot preprocessed data. - Type 'results' to plot evaluation results. results

Generating a Report

generate report