evalml.model_understanding.graph_prediction_vs_actual_over_time¶
-
evalml.model_understanding.graph_prediction_vs_actual_over_time(pipeline, X, y, dates)[source]¶ Plot the target values and predictions against time on the x-axis.
- Parameters
pipeline (TimeSeriesRegressionPipeline) – Fitted time series regression pipeline.
X (pd.DataFrame) – Features used to generate new predictions.
y (pd.Series) – Target values to compare predictions against.
dates (pd.Series) – Dates corresponding to target values and predictions.
- Returns
Showing the prediction vs actual over time.
- Return type
plotly.Figure