plot_slice
Generate slice plots for hyperparameter optimization results. Visualize parameter impact on target values, specify axes labels, and analyze optimization trends effectively.
Instructions
Return the slice plot as an image.
Args:
params:
Parameter list to visualize. The default is all parameters.
target:
An index to specify the value to display. To plot nth objective value, set this to n.
Note that this is 0-indexed, i.e., to plot the first objective value, set this to 0.
target_name:
Target’s name to display on the axis label.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| params | No | ||
| target | No | ||
| target_name | No | Objective Value |
Input Schema (JSON Schema)
{
"properties": {
"params": {
"anyOf": [
{
"items": {
"type": "string"
},
"type": "array"
},
{
"type": "null"
}
],
"default": null,
"title": "Params"
},
"target": {
"default": 0,
"title": "Target",
"type": "integer"
},
"target_name": {
"default": "Objective Value",
"title": "Target Name",
"type": "string"
}
},
"title": "plot_sliceArguments",
"type": "object"
}