Interface MLIntegrationExamples.MLModelAdapter

All Superinterfaces:

Serializable

All Known Implementing Classes:

MLIntegrationExamples.BaseMLAdapter, MLIntegrationExamples.OnnxAdapter, MLIntegrationExamples.RestApiAdapter, MLIntegrationExamples.TensorFlowAdapter, MLIntegrationExamples.ThresholdModel

Enclosing class:

MLIntegrationExamples

public static interface MLIntegrationExamples.MLModelAdapter
extends Serializable

Interface for ML model adapters.

Since:

3.3.0

Version:

1.0

Author:

NeqSim Development Team

Method Summary

Modifier and Type	Method	Description
List<String>	getInputFeatures()	Gets the expected input feature names.
String	getModelName()	Gets the model name.
double	predict(Map<String,Double> features)	Predicts output from input features.

Method Details

predict

double predict(Map<String,Double> features)

Predicts output from input features.

Parameters:

features - input features as name-value map

Returns:

prediction score or probability

getModelName

String getModelName()

Gets the model name.

Returns:

model name

getInputFeatures

List<String> getInputFeatures()

Gets the expected input feature names.

Returns:

list of feature names