Local Data Statistic

Introduction

Local data statistic is a module that calculates several statistical indicators of features, including mean, maximum and minimum, median, etc.

Parameter List

identity: str Federated identity of the party, should be one of label_trainer or trainer.

model_info:

• name: str Model name, should be local_data_statistic.

input:

• dataset:

  • type: str Input dataset type, support csv.

  • path: str Folder path of input dataset.

  • name: str File name of input dataset.

  • has_label: bool Whether dataset has label column.

  • has_id: bool Whether dataset has id.

output:

• path: str Folder path of output.

• summary:

  • name: str File name of output result.

train_info:

• train_params:

  • quantile: list The quantile(s) to compute, default [0.25, 0.5, 0.75].