fault_update

Prototype

def fault_update(data_path, old_model_path, new_model_path, param)

Description

Incremental training interface. It is used to update an existing model.

Working Principle

Reads data, parameters, and an existing model, performs incremental training, and returns a new model. In addition, the interface outputs verification results of related machine learning training metrics (similar to fault_train).

Parameters

Parameter	Description	Input/Output
data_path	Path to the data file to be trained	Input
old_model_path	Path to the existing model file	Input
new_model_path	New model file dump path	Input
param	Training parameters	Input

Parent topic: Interfaces and Parameters