feature_importance
Compute feature importance for a database table to find which columns most influence a target variable. Supports Random Forest, permutation, or both methods.
Instructions
Важность признаков (Random Forest + permutation).
Tool call template
Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.
{
"id": 1,
"jsonrpc": "2.0",
"method": "tools/call",
"params": {
"arguments": {
"table_name": "<table_name>",
"target_column": "<target_column>"
},
"name": "feature_importance"
}
}Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| method | No | both | |
| table_name | Yes | ||
| sample_size | No | ||
| target_column | Yes | ||
| feature_columns | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |