Training Menggunakan Sentiment Analysis (Analisis Sentimen) Metode Naive Bayes
Teks Preprocessing
makan enak sekali layan ramah |
harga sesuai kantong ajar |
nyaman ramah harga oke |
kualitas standar biasa |
enak murah tapi kurang nyaman |
biasa aja kualitas standar |
layan lambat kurang nyaman |
bising jalan raya nyaman |
menu kurang variasi kurang lengkap |
Sentimen Teks
Positif (Puas) |
Positif (Puas) |
Positif (Puas) |
Netral (Biasa) |
Netral (Biasa) |
Netral (Biasa) |
Negatif (Tidak Suka) |
Negatif (Tidak Suka) |
Negatif (Tidak Suka) |
Klasifikasi Sentimen
Positif (Puas) | Netral (Biasa) | Negatif (Tidak Suka) |
Prior
0.33333333333333 | 0.33333333333333 | 0.33333333333333 |
Semua Kata
aja | ajar | biasa | bising | enak | harga | jalan | kantong | kualitas | kurang | lambat | layan | lengkap | makan | menu | murah | nyaman | oke | ramah | raya | sekali | sesuai | standar | tapi | variasi |
Matriks Teks
0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 |
0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 |
0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Jml Semua Kata
25
Jml Kata Muncul Per Klasifikasi
Jml Kata Teks Per Klasifikasi
0 | 1 | 0 |
1 | 0 | 0 |
0 | 2 | 0 |
0 | 0 | 1 |
1 | 1 | 0 |
2 | 0 | 0 |
0 | 0 | 1 |
1 | 0 | 0 |
0 | 2 | 0 |
0 | 1 | 3 |
0 | 0 | 1 |
1 | 0 | 1 |
0 | 0 | 1 |
1 | 0 | 0 |
0 | 0 | 1 |
0 | 1 | 0 |
1 | 1 | 2 |
1 | 0 | 0 |
2 | 0 | 0 |
0 | 0 | 1 |
1 | 0 | 0 |
1 | 0 | 0 |
0 | 2 | 0 |
0 | 1 | 0 |
0 | 0 | 1 |
Semua Kata
aja |
ajar |
biasa |
bising |
enak |
harga |
jalan |
kantong |
kualitas |
kurang |
lambat |
layan |
lengkap |
makan |
menu |
murah |
nyaman |
oke |
ramah |
raya |
sekali |
sesuai |
standar |
tapi |
variasi |
Bobot Likelihood
0.026315789473684 | 0.054054054054054 | 0.026315789473684 |
0.052631578947368 | 0.027027027027027 | 0.026315789473684 |
0.026315789473684 | 0.081081081081081 | 0.026315789473684 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
0.052631578947368 | 0.054054054054054 | 0.026315789473684 |
0.078947368421053 | 0.027027027027027 | 0.026315789473684 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
0.052631578947368 | 0.027027027027027 | 0.026315789473684 |
0.026315789473684 | 0.081081081081081 | 0.026315789473684 |
0.026315789473684 | 0.054054054054054 | 0.10526315789474 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
0.052631578947368 | 0.027027027027027 | 0.052631578947368 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
0.052631578947368 | 0.027027027027027 | 0.026315789473684 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
0.026315789473684 | 0.054054054054054 | 0.026315789473684 |
0.052631578947368 | 0.054054054054054 | 0.078947368421053 |
0.052631578947368 | 0.027027027027027 | 0.026315789473684 |
0.078947368421053 | 0.027027027027027 | 0.026315789473684 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
0.052631578947368 | 0.027027027027027 | 0.026315789473684 |
0.052631578947368 | 0.027027027027027 | 0.026315789473684 |
0.026315789473684 | 0.081081081081081 | 0.026315789473684 |
0.026315789473684 | 0.054054054054054 | 0.026315789473684 |
0.026315789473684 | 0.027027027027027 | 0.052631578947368 |
No. |
Kata Hasil Training |
Nilai Bobot Likelihood |
Positif (Puas) |
Netral (Biasa) |
Negatif (Tidak Suka) |
1 |
aja |
0.026315789473684 |
0.054054054054054 |
0.026315789473684 |
2 |
ajar |
0.052631578947368 |
0.027027027027027 |
0.026315789473684 |
3 |
biasa |
0.026315789473684 |
0.081081081081081 |
0.026315789473684 |
4 |
bising |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
5 |
enak |
0.052631578947368 |
0.054054054054054 |
0.026315789473684 |
6 |
harga |
0.078947368421053 |
0.027027027027027 |
0.026315789473684 |
7 |
jalan |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
8 |
kantong |
0.052631578947368 |
0.027027027027027 |
0.026315789473684 |
9 |
kualitas |
0.026315789473684 |
0.081081081081081 |
0.026315789473684 |
10 |
kurang |
0.026315789473684 |
0.054054054054054 |
0.10526315789474 |
11 |
lambat |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
12 |
layan |
0.052631578947368 |
0.027027027027027 |
0.052631578947368 |
13 |
lengkap |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
14 |
makan |
0.052631578947368 |
0.027027027027027 |
0.026315789473684 |
15 |
menu |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
16 |
murah |
0.026315789473684 |
0.054054054054054 |
0.026315789473684 |
17 |
nyaman |
0.052631578947368 |
0.054054054054054 |
0.078947368421053 |
18 |
oke |
0.052631578947368 |
0.027027027027027 |
0.026315789473684 |
19 |
ramah |
0.078947368421053 |
0.027027027027027 |
0.026315789473684 |
20 |
raya |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
21 |
sekali |
0.052631578947368 |
0.027027027027027 |
0.026315789473684 |
22 |
sesuai |
0.052631578947368 |
0.027027027027027 |
0.026315789473684 |
23 |
standar |
0.026315789473684 |
0.081081081081081 |
0.026315789473684 |
24 |
tapi |
0.026315789473684 |
0.054054054054054 |
0.026315789473684 |
25 |
variasi |
0.026315789473684 |
0.027027027027027 |
0.052631578947368 |
|
Nilai Prior |
0.33333333333333 |
0.33333333333333 |
0.33333333333333 |
Hasil Bobot Likelihood dan Nilai Prior Telah Tersimpan di Tabel Database.
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