func Test_SetOfWords2Vec(t *testing.T) {
dataSet, _ := ml.LoadDataSet()
vocabList := ml.CreateVocabList(dataSet)
inputVec := []string{"my", "dog", "is", "not", "like", "that"}
retVec := ml.SetOfWords2Vec(vocabList, inputVec)
fmt.Println(retVec)
}
func Test_TrainNB0(t *testing.T) {
dataSet, categories := ml.LoadDataSet()
vocabList := ml.CreateVocabList(dataSet)
trainMatrix := [][]int{}
for i, row := range dataSet {
retVec := ml.SetOfWords2Vec(vocabList, row)
fmt.Println(retVec, "======", i)
//trainMatrix[i] = make([]int, len(retVec))
//trainMatrix[i] = append(trainMatrix[i], retVec...)
trainMatrix = append(trainMatrix, retVec)
}
fmt.Println(trainMatrix)
fmt.Println(categories)
p0Vec, p1Vec, pAbusive := ml.TrainNB0(trainMatrix, categories)
fmt.Println(vocabList)
fmt.Println("p0: ", p0Vec)
fmt.Println("p1: ", p1Vec)
fmt.Println("pAbusive: ", pAbusive)
}
func Test_LoadDataSet(t *testing.T) {
dataSet, classVec := ml.LoadDataSet()
fmt.Println(len(dataSet), dataSet)
fmt.Println(len(classVec), classVec)
}
func Test_CreateVocabList(t *testing.T) {
dataSet, _ := ml.LoadDataSet()
vocabList := ml.CreateVocabList(dataSet)
fmt.Println(len(vocabList), vocabList)
}
