func (ntb *NumericToBinary) convertInstance(instance data.Instance) data.Instance {
inst := data.NewInstance()
vals := make([]float64, len(instance.RealValues()))
newIndexes := make([]int, len(instance.RealValues()))
for j := range instance.RealValues() {
att := ntb.input.Attribute(instance.Index(j))
if att.Type() != data.NUMERIC || instance.Index(j) == ntb.input.ClassIndex() {
//fmt.Println(ntb.input.ClassIndex())
vals[j] = instance.ValueSparse(j)
} else {
if instance.IsMissingValue(j) {
//fmt.Println("DSAD")
vals[j] = instance.ValueSparse(j)
} else {
//fmt.Println("DSAD---")
vals[j] = 1
}
}
newIndexes[j] = instance.Index(j)
}
inst.SetWeight(instance.Weight())
inst.SetRealValues(vals)
inst.SetIndices(newIndexes)
return inst
}
