plot_roc_curve

plotly.ml.plot_roc_curve(y_true: np.ndarray, y_pred: np.ndarray)

Plot ROC (Receiver Operating Characteristic) curve with AUC.

Parameters

Name	Type	Description	Default
y_true	np.ndarray	True binary labels (0 or 1).	required
y_pred	np.ndarray	Predicted probabilities or decision function scores.	required

Returns

Name	Type	Description
	go.Figure	Plotly figure object containing the ROC curve with diagonal reference line and AUC annotation.

# plot_roc_curve { #mdu.plotly.ml.plot_roc_curve }

```python
plotly.ml.plot_roc_curve(y_true: np.ndarray, y_pred: np.ndarray)
```

Plot ROC (Receiver Operating Characteristic) curve with AUC.

## Parameters {.doc-section .doc-section-parameters}

| Name   | Type       | Description                                          | Default    |
|--------|------------|------------------------------------------------------|------------|
| y_true | np.ndarray | True binary labels (0 or 1).                         | _required_ |
| y_pred | np.ndarray | Predicted probabilities or decision function scores. | _required_ |

## Returns {.doc-section .doc-section-returns}

| Name   | Type      | Description                                                                                    |
|--------|-----------|------------------------------------------------------------------------------------------------|
|        | go.Figure | Plotly figure object containing the ROC curve with diagonal reference line and AUC annotation. |