func Fitness(c *ca.CellAuto1D) float64 {
c.Run()
cm := c.ConfusionMatrix()
cba := metrics.CBA(cm)
// fmt.Println("CBA: ", cba)
return cba
}
func FitnessAndQ3(c *ca.CellAuto1D) (float64, float64) {
c.Run()
cm := c.ConfusionMatrix()
cba := metrics.CBA(cm)
q3 := metrics.Q3(cm)
fmt.Println("CBA: ", cba)
fmt.Println("Q3: ", q3)
return cba, q3
}
func Fitness(c *ca.CellAuto1D) float64 {
c.Run()
cm := c.ConfusionMatrix()
cba := metrics.CBA(cm)
fmt.Println("CBA: ", cba)
// p, n, unk := 0, 0, 0
// for i, v := range c.Expected {
// if c.Rule.Prm.Hasjoker == false || (c.Rule.Prm.Hasjoker == true && v != c.Rule.Prm.TransitionStates[len(c.Rule.Prm.TransitionStates)-1]) {
// if c.Expected[i] == c.End[i] {
// p += 1
// } else {
// n += 1
// }
// } else {
// unk += 1
// }
// }
// fmt.Println("P", p, "N", n, "Unk", unk, "Total", p+n+unk)
// return float64(p) / float64(p+n)
return cba
}