evaluation

Mar 15, 2023

Changes in this version

+ func GetAccuracy(c ConfusionMatrix) float64

+ func GetConfusionMatrix(ref base.FixedDataGrid, gen base.FixedDataGrid) (map[string]map[string]int, error)

+ func GetCrossValidatedMetric(in []ConfusionMatrix, metric func(ConfusionMatrix) float64) (mean, variance float64)

+ func GetF1Score(class string, c ConfusionMatrix) float64

+ func GetFalseNegatives(class string, c ConfusionMatrix) float64

+ func GetFalsePositives(class string, c ConfusionMatrix) float64

+ func GetMacroPrecision(c ConfusionMatrix) float64

+ func GetMacroRecall(c ConfusionMatrix) float64

+ func GetMicroPrecision(c ConfusionMatrix) float64

+ func GetMicroRecall(c ConfusionMatrix) float64

+ func GetPrecision(class string, c ConfusionMatrix) float64

+ func GetRecall(class string, c ConfusionMatrix) float64

+ func GetSummary(c ConfusionMatrix) string

+ func GetTrueNegatives(class string, c ConfusionMatrix) float64

+ func GetTruePositives(class string, c ConfusionMatrix) float64

+ func ShowConfusionMatrix(c ConfusionMatrix) string

+ type ConfusionMatrix map[string]map[string]int

+ func GenerateCrossFoldValidationConfusionMatrices(data base.FixedDataGrid, cls base.Classifier, folds int) ([]ConfusionMatrix, error)