Package org.neo4j.gds.ml.metrics

Interface ModelCandidateStats

All Superinterfaces:

org.neo4j.gds.config.ToMapConvertible

public interface ModelCandidateStats
extends org.neo4j.gds.config.ToMapConvertible

Method Summary

Modifier and Type	Method	Description
static ModelCandidateStats	of(TrainerConfig trainerConfig, Map<Metric,EvaluationScores> trainStats, Map<Metric,EvaluationScores> validationStats)
default Map<String,Map<String,Object>>	renderMetrics(Map<Metric,Double> testMetrics, Map<Metric,Double> outerTrainMetrics)
default Map<String,Object>	toMap()
TrainerConfig	trainerConfig()
Map<Metric,EvaluationScores>	trainingStats()
Map<Metric,EvaluationScores>	validationStats()

Method Details

trainerConfig

TrainerConfig trainerConfig()

trainingStats

Map<Metric,EvaluationScores> trainingStats()

validationStats

Map<Metric,EvaluationScores> validationStats()

toMap

@Auxiliary
@Derived
default Map<String,Object> toMap()

Specified by:

toMap in interface org.neo4j.gds.config.ToMapConvertible

renderMetrics

@Derived
default Map<String,Map<String,Object>> renderMetrics(Map<Metric,Double> testMetrics,
 Map<Metric,Double> outerTrainMetrics)

of

static ModelCandidateStats of(TrainerConfig trainerConfig,
 Map<Metric,EvaluationScores> trainStats,
 Map<Metric,EvaluationScores> validationStats)