isolationforest

Documentation

Index

• type IsolationForest
  • func Init(nTrees int, sampleSize int, rng rand.Rand) *IsolationForest
  • func (forest *IsolationForest) Build(data [][]float64)
  • func (forest *IsolationForest) Predict(data [][]float64) []float64
  • func (forest *IsolationForest) PredictSingle(data []float64) float64
• type IsolationTree

Types

type IsolationForest

type IsolationForest struct {
	// contains filtered or unexported fields
}

IsolationForest data type of forest

func Init

func Init(nTrees int, sampleSize int, rng rand.Rand) *IsolationForest

Init constructor of IsolationForest

func (*IsolationForest) Build

func (forest *IsolationForest) Build(data [][]float64)

Build IsolationForest

func (*IsolationForest) Predict

func (forest *IsolationForest) Predict(data [][]float64) []float64

Predict the data

func (*IsolationForest) PredictSingle

func (forest *IsolationForest) PredictSingle(data []float64) float64

PredictSingle datapoint

type IsolationTree

type IsolationTree struct {
	// contains filtered or unexported fields
}

IsolationTree data type of tree