Transformed-Target Regression Comparison¶

→ Guide: Target transforms. API: LogTransformLoss, BoxCoxTransformLoss, SqrtTransformLoss.

Script: examples/transformed_target_regression_comparison.py

Compares shared-budget positive-target models using:

Reported metrics:

MSE
MAE
R2
MAPE
TailMAE80
train_s, eval_s

Run¶

pixi run python examples/transformed_target_regression_comparison.py

Summary Artifact¶

pixi run python examples/transformed_target_regression_comparison.py \
  --summary-json-path reports/example_summaries/transformed_target_regression_comparison_full.json