Type Alias ModelMetrics

Model metrics based on the type of model

type ModelMetrics = {
    binary?: ModelMetricsBinary;
    multiclass?: ModelMetricsMulticlass;
    predictionSpeed?: number | null;
    regression?: ModelMetricsRegression;
    timeseries?: ModelMetricsTimeseries;
}

Index

Properties

binary? multiclass? predictionSpeed? regression? timeseries?

Properties

`Optional`binary

binary?: ModelMetricsBinary

Binary metrics for categorical values with two options. Details: https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/AutoML/scoring-binary-classification.htm

`Optional`multiclass

multiclass?: ModelMetricsMulticlass

Multiclass metrics for categorical values with 3+ options. Details: https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/AutoML/scoring-multiclass-classification.htm

`Optional`predictionSpeed

predictionSpeed?: number | null

Model prediction speed in rows/second (from recommend-models endpoint)

`Optional`regression

regression?: ModelMetricsRegression

Regression metrics for numeric values. Details: https://help.qlik.com/en-US/cloud-services/Subsystems/Hub/Content/Sense_Hub/AutoML/scoring-regression.htm

`Optional`timeseries

timeseries?: ModelMetricsTimeseries

Timeseries metrics experiments valid for timeseries forecasting.