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v0.26.28 Latest Latest
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 Go to latest Published: Mar 22, 2022 License: MIT Imports: 2 Imported by: 0

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Constants

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Variables

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Functions

This section is empty.

Types

type BinaryAccuracy added in v0.26.28 

type BinaryAccuracy struct {
	Name       string
	Confidence float64
	Average    bool
	Precision  int
	// contains filtered or unexported fields
}

func (*BinaryAccuracy) Compute added in v0.26.28 

func (m *BinaryAccuracy) Compute(yTrue interface{}, yPred interface{}) Value

func (*BinaryAccuracy) ComputeFinal added in v0.26.28 

func (m *BinaryAccuracy) ComputeFinal() Value

func (*BinaryAccuracy) GetName added in v0.26.28 

func (m *BinaryAccuracy) GetName() string

func (*BinaryAccuracy) Init added in v0.26.28 

func (m *BinaryAccuracy) Init()

func (*BinaryAccuracy) Reset added in v0.26.28 

func (m *BinaryAccuracy) Reset()

type BinaryFprAtTpr added in v0.26.28 

type BinaryFprAtTpr struct {
	Name                 string
	Tpr                  float64
	Attempts             int
	ComputeEveryNBatches int
	Precision            int
	ExtraMetrics         bool
	FinalConfidence      float64
	FinalTpr             float64
	// contains filtered or unexported fields
}

func (*BinaryFprAtTpr) Compute added in v0.26.28 

func (m *BinaryFprAtTpr) Compute(yTrue interface{}, yPred interface{}) Value

func (*BinaryFprAtTpr) ComputeFinal added in v0.26.28 

func (m *BinaryFprAtTpr) ComputeFinal() Value

func (*BinaryFprAtTpr) GetExtraMetrics added in v0.26.28 

func (m *BinaryFprAtTpr) GetExtraMetrics() []Value

func (*BinaryFprAtTpr) GetName added in v0.26.28 

func (m *BinaryFprAtTpr) GetName() string

func (*BinaryFprAtTpr) Init added in v0.26.28 

func (m *BinaryFprAtTpr) Init()

func (*BinaryFprAtTpr) Reset added in v0.26.28 

func (m *BinaryFprAtTpr) Reset()

type BinaryTprAtFpr added in v0.26.28 

type BinaryTprAtFpr struct {
	Name                 string
	Fpr                  float64
	Attempts             int
	ComputeEveryNBatches int
	Precision            int
	FinalConfidence      float64
	FinalFpr             float64
	ExtraMetrics         bool
	// contains filtered or unexported fields
}

func (*BinaryTprAtFpr) Compute added in v0.26.28 

func (m *BinaryTprAtFpr) Compute(yTrue interface{}, yPred interface{}) Value

func (*BinaryTprAtFpr) ComputeFinal added in v0.26.28 

func (m *BinaryTprAtFpr) ComputeFinal() Value

func (*BinaryTprAtFpr) GetExtraMetrics added in v0.26.28 

func (m *BinaryTprAtFpr) GetExtraMetrics() []Value

func (*BinaryTprAtFpr) GetName added in v0.26.28 

func (m *BinaryTprAtFpr) GetName() string

func (*BinaryTprAtFpr) Init added in v0.26.28 

func (m *BinaryTprAtFpr) Init()

func (*BinaryTprAtFpr) Reset added in v0.26.28 

func (m *BinaryTprAtFpr) Reset()

type HasExtraMetrics 

type HasExtraMetrics interface {
	GetExtraMetrics() []Value
}

type Metric 

type Metric interface {
	GetName() string
	Init()
	Reset()
	Compute(yTrue interface{}, yPred interface{}) Value
	ComputeFinal() Value
}

type SparseCategoricalAccuracy 

type SparseCategoricalAccuracy struct {
	Name                    string
	Confidence              float64
	ArgMax                  bool
	Average                 bool
	AverageAcrossCategories bool
	Precision               int
	// contains filtered or unexported fields
}

func (*SparseCategoricalAccuracy) Compute 

func (m *SparseCategoricalAccuracy) Compute(yTrue interface{}, yPred interface{}) Value

func (*SparseCategoricalAccuracy) ComputeFinal 

func (m *SparseCategoricalAccuracy) ComputeFinal() Value

func (*SparseCategoricalAccuracy) GetName 

func (m *SparseCategoricalAccuracy) GetName() string

func (*SparseCategoricalAccuracy) Init 

func (m *SparseCategoricalAccuracy) Init()

func (*SparseCategoricalAccuracy) Reset 

func (m *SparseCategoricalAccuracy) Reset()

type SparseCategoricalFprAtTpr 

type SparseCategoricalFprAtTpr struct {
	Name                 string
	Tpr                  float64
	Attempts             int
	ComputeEveryNBatches int
	Precision            int
	ExtraMetrics         bool
	FinalConfidence      float64
	FinalTpr             float64
	// contains filtered or unexported fields
}

TODO this only works with two categories 0, 1

func (*SparseCategoricalFprAtTpr) Compute 

func (m *SparseCategoricalFprAtTpr) Compute(yTrue interface{}, yPred interface{}) Value

func (*SparseCategoricalFprAtTpr) ComputeFinal 

func (m *SparseCategoricalFprAtTpr) ComputeFinal() Value

func (*SparseCategoricalFprAtTpr) GetExtraMetrics 

func (m *SparseCategoricalFprAtTpr) GetExtraMetrics() []Value

func (*SparseCategoricalFprAtTpr) GetName 

func (m *SparseCategoricalFprAtTpr) GetName() string

func (*SparseCategoricalFprAtTpr) Init 

func (m *SparseCategoricalFprAtTpr) Init()

func (*SparseCategoricalFprAtTpr) Reset 

func (m *SparseCategoricalFprAtTpr) Reset()

type SparseCategoricalTprAtFpr 

type SparseCategoricalTprAtFpr struct {
	Name                 string
	Fpr                  float64
	Attempts             int
	ComputeEveryNBatches int
	Precision            int
	FinalConfidence      float64
	FinalFpr             float64
	ExtraMetrics         bool
	// contains filtered or unexported fields
}

TODO this only works for two categories 0, 1

func (*SparseCategoricalTprAtFpr) Compute 

func (m *SparseCategoricalTprAtFpr) Compute(yTrue interface{}, yPred interface{}) Value

func (*SparseCategoricalTprAtFpr) ComputeFinal 

func (m *SparseCategoricalTprAtFpr) ComputeFinal() Value

func (*SparseCategoricalTprAtFpr) GetExtraMetrics 

func (m *SparseCategoricalTprAtFpr) GetExtraMetrics() []Value

func (*SparseCategoricalTprAtFpr) GetName 

func (m *SparseCategoricalTprAtFpr) GetName() string

func (*SparseCategoricalTprAtFpr) Init 

func (m *SparseCategoricalTprAtFpr) Init()

func (*SparseCategoricalTprAtFpr) Reset 

func (m *SparseCategoricalTprAtFpr) Reset()

type Value 

type Value struct {
	Name      string
	Value     float64
	Precision int
}

Source Files

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