evalml.model_understanding.graph_prediction_vs_actual_over_time

evalml.model_understanding.graph_prediction_vs_actual_over_time(pipeline, X, y, dates)

Plot the target values and predictions against time on the x-axis.

Parameters

• pipeline (TimeSeriesRegressionPipeline) – Fitted time series regression pipeline.

• X (ww.DataTable, pd.DataFrame) – Features used to generate new predictions.

• y (ww.DataColumn, pd.Series) – Target values to compare predictions against.

• dates (ww.DataColumn, pd.Series) – Dates corresponding to target values and predictions.

Returns

plotly.Figure showing the prediction vs actual over time.

evalml.model_understanding.graph_prediction_vs_actual evalml.model_understanding.graph_partial_dependence