Prophet Predict

Type

ml-predict

Class

fire.nodes.ts.NodeProphetPredict

Fields

Details

Prophet Predict Node Details

This node generates predictions using a trained Prophet model. The output includes forecasted timestamps and associated values based on the time series data provided.

ds: Schema detail of the output DataFrame, representing timestamps.

Output Storage Level: Specifies the storage persistence level for the output DataFrame.

Examples

Prophet Predict Node Examples

Example Configuration:

Output:

Given a trained Prophet model and an input DataFrame containing future timestamps, the node will output a DataFrame with the schema:

ds

timestamp

Example:

Input DataFrame with timestamps:

ds

2023-12-01

2024-01-01

2024-02-01

The node processes these timestamps and outputs the predictions based on the Prophet model, appending forecasted values to this structure.