model

package

v0.0.0-...-3be35fb Latest Latest Go to latest Published: Jun 7, 2018 License: MIT Imports: 11 Imported by: 0

Details

Valid go.mod file

The Go module system was introduced in Go 1.11 and is the official dependency management solution for Go.
Redistributable license

Redistributable licenses place minimal restrictions on how software can be used, modified, and redistributed.
Tagged version

Modules with tagged versions give importers more predictable builds.
Stable version

When a project reaches major version v1 it is considered stable.
Learn more about best practices

This section is empty.

This section is empty.

func CalculateD(K, yOuter *mat.Dense) *mat.Dense

func CalculateGramMatrix(X *mat.Dense) *mat.Dense

func CalculateYOuterProduct(y *mat.VecDense) *mat.Dense

type Model struct {
	X *mat.Dense
	Y mat.Vector
	C float64
	// contains filtered or unexported fields
}

Model is a good model

func NewModel(kernel kernel.Kernel, C, tolerance float64) *Model

NewModel is a good contructor

func (model *Model) Classify(document mat.Vector) float64

Classify does great things

func (model *Model) Train(maxPasses int)

Train goes chuu chuu

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

TweetClassifier is a good thing to have

func NewTweetClassifier(kernel kernel.Kernel, C, tolerance float64) *TweetClassifier

NewTweetClassifier is a thing

func (clf *TweetClassifier) ClassifyTweets()

func (clf *TweetClassifier) LoadTestSet(testSet *mat.Dense)

func (clf *TweetClassifier) LoadTrainingSet(documentTermMatrix *mat.Dense, trainingLabels mat.Vector)

LoadTrainingSet is a thing

func (clf *TweetClassifier) LoadValidationLabels(validatonLabelsFilename string)

func (clf *TweetClassifier) StoreResults(labelsFilename, statsFilename string)

func (clf *TweetClassifier) Train(maxPasses int)

func (clf *TweetClassifier) Validate()