metrics

Documentation

Index

• func HasMissingElements(record diabetesdata.PimaDiabetesRecord) bool
• func ShowDataSetStatistics(displayName string, metrics DataSetMetrics)
• type DataSetMetrics
  • func GetDataSetMetrics(dataset []diabetesdata.PimaDiabetesRecord) DataSetMetrics
• type DataSetStatisticsRecord
  • func SourceDataSetMetricsByFeature(dataset []diabetesdata.PimaDiabetesRecord) []DataSetStatisticsRecord
• type SessionMetrics

Functions

func HasMissingElements

func HasMissingElements(record diabetesdata.PimaDiabetesRecord) bool

func ShowDataSetStatistics

func ShowDataSetStatistics(displayName string, metrics DataSetMetrics)

Types

type DataSetMetrics

type DataSetMetrics struct {
	Size                    int
	NumberOfMissingElements int
}

func GetDataSetMetrics

func GetDataSetMetrics(dataset []diabetesdata.PimaDiabetesRecord) DataSetMetrics

type DataSetStatisticsRecord

type DataSetStatisticsRecord struct {
	RecordCount       int     // Record Count
	Lowest            float64 //Lowest Value
	Highest           float64 //Highest Value
	Mean              float64 //Column Mean
	StandardDeviation float64 //SD
	LowerQuartile     float64 //25%
	UpperQuartile     float64 //75%
	MidRange          float64 //50%
}

func SourceDataSetMetricsByFeature

func SourceDataSetMetricsByFeature(dataset []diabetesdata.PimaDiabetesRecord) []DataSetStatisticsRecord

type SessionMetrics

type SessionMetrics struct {
	TruePositiveCount  int // TP
	TrueNegativeCount  int // TN
	FalsePositiveCount int // FP
	FalseNegativeCount int // FN
}