Melihat Pola Cuitan #JokowiAminMenangDebat Vs #PrabowoIndonesiaMenang menggunakan rule induction

Data

Algoritma

Rule Induction Model

Hasil

if JokowiAminMenangDebat = true then #JokowiAminMenangDebat (62 / 0)
if seperti = false and PrabowoIndonesiaMenang = true then #PrabowoIndonesiaMenang (0 / 30)
if seperti = false and jokowi = false then #PrabowoIndonesiaMenang (20 / 68)
if Analisis = false then #JokowiAminMenangDebat (18 / 1)
else #PrabowoIndonesiaMenang (0 / 0)

Evaluasi Algoritma

PerformanceVector:
accuracy: 85.00% +/- 5.92% (mikro: 85.00%)
ConfusionMatrix:
True: #JokowiAminMenangDebat #PrabowoIndonesiaMenang
JokowiAminMenangDebat: 72 2
PrabowoIndonesiaMenang: 28 98
precision: 78.49% +/- 7.58% (mikro: 77.78%) (positive class: #PrabowoIndonesiaMenang)
ConfusionMatrix:
True: #JokowiAminMenangDebat #PrabowoIndonesiaMenang
JokowiAminMenangDebat: 72 2
PrabowoIndonesiaMenang: 28 98
recall: 98.00% +/- 4.00% (mikro: 98.00%) (positive class: #PrabowoIndonesiaMenang)
ConfusionMatrix:
True: #JokowiAminMenangDebat #PrabowoIndonesiaMenang
JokowiAminMenangDebat: 72 2
PrabowoIndonesiaMenang: 28 98
AUC (optimistic): 0.991 +/- 0.016 (mikro: 0.991) (positive class: #PrabowoIndonesiaMenang)
AUC: 0.877 +/- 0.060 (mikro: 0.877) (positive class: #PrabowoIndonesiaMenang)
AUC (pessimistic): 0.763 +/- 0.121 (mikro: 0.763) (positive class: #PrabowoIndonesiaMenang)