compare_predictions
Compare two model predictions on the same data point to identify agreement, confidence levels, and key feature differences. Use this to verify cross-model consistency and build trust in AI predictions.
Instructions
Compare what two models predict for the same sample and explain why.
Returns whether the models agree, their confidence levels, and which
features they share or diverge on — all in plain English. Use this
to build trust in predictions by checking cross-model consistency.
Args:
model_id_1: ID of the first model (e.g., "gbc_lubricant_quality").
model_id_2: ID of the second model (e.g., "rf_lubricant_quality").
sample_index: Row index in the test dataset to compare (0-based).Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| model_id_1 | Yes | ||
| model_id_2 | Yes | ||
| sample_index | Yes |