src.plots.data_type_contrast

Generates a bar chart to contrast model performance across different data types.

This script creates a grouped bar chart to compare the performance of two specific models (‘MLP-POM’ and ‘MLP-CORN’) on two different datasets (‘Boston’ and ‘Car’), representing numerical and categorical data types, respectively. The chart visualizes the Mean Absolute Error (MAE) for each model-dataset combination.

Functions

plot_data_type_contrast([figsize])

Generates a conceptual plot contrasting Nominal, Ordinal, and Metric data.