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Willian_Anggi_Devayu 2025-06-30 15:13:36 +07:00
parent ca116e5a7d
commit b7271c5384
14 changed files with 4099 additions and 3 deletions
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public/storage
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/Users/sutanarsyahnugraha/Documents/Joki/analisis/storage/app/public

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public/storage/confusion_matrix_dana.csv Normal file
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,Predicted_neutral,Predicted_positive,Predicted_negative
Actual_neutral,75,134,5
Actual_positive,1,876,1
Actual_negative,2,157,120
1 Predicted_neutral Predicted_positive Predicted_negative
2 Actual_neutral 75 134 5
3 Actual_positive 1 876 1
4 Actual_negative 2 157 120

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public/storage/confusion_matrix_gopay.csv Normal file
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,Predicted_neutral,Predicted_positive,Predicted_negative
Actual_neutral,644,0,37
Actual_positive,54,8,39
Actual_negative,69,0,507
1 Predicted_neutral Predicted_positive Predicted_negative
2 Actual_neutral 644 0 37
3 Actual_positive 54 8 39
4 Actual_negative 69 0 507

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public/storage/confusion_matrix_shopeepay.csv Normal file
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,Predicted_neutral,Predicted_positive,Predicted_negative
Actual_neutral,427,5,51
Actual_positive,75,172,51
Actual_negative,26,1,487
1 Predicted_neutral Predicted_positive Predicted_negative
2 Actual_neutral 427 5 51
3 Actual_positive 75 172 51
4 Actual_negative 26 1 487

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public/storage/data_labeled.csv Normal file
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public/storage/data_labeledgopay.csv Normal file
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public/storage/data_labeledshopee.csv Normal file
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public/storage/evaluation_metrics_fulldana.csv Normal file
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,precision,recall,f1-score,support
Netral,0.9615384615384616,0.35046728971962615,0.5136986301369864,214.0
Positif,0.7506426735218509,0.9977220956719818,0.8567237163814181,878.0
Negatif,0.9523809523809523,0.43010752688172044,0.5925925925925926,279.0
1 precision recall f1-score support
2 Netral 0.9615384615384616 0.35046728971962615 0.5136986301369864 214.0
3 Positif 0.7506426735218509 0.9977220956719818 0.8567237163814181 878.0
4 Negatif 0.9523809523809523 0.43010752688172044 0.5925925925925926 279.0

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public/storage/evaluation_metrics_fullgopay.csv Normal file
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,precision,recall,f1-score,support
Netral,0.8396349413298566,0.9456681350954479,0.8895027624309392,681.0
Positif,1.0,0.07920792079207921,0.14678899082568808,101.0
Negatif,0.869639794168096,0.8802083333333334,0.8748921484037964,576.0
1 precision recall f1-score support
2 Netral 0.8396349413298566 0.9456681350954479 0.8895027624309392 681.0
3 Positif 1.0 0.07920792079207921 0.14678899082568808 101.0
4 Negatif 0.869639794168096 0.8802083333333334 0.8748921484037964 576.0

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public/storage/evaluation_metrics_fullshopeepay.csv Normal file
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,precision,recall,f1-score,support
Netral,0.8087121212121212,0.8840579710144928,0.8447082096933729,483.0
Positif,0.9662921348314607,0.5771812080536913,0.7226890756302521,298.0
Negatif,0.8268251273344652,0.9474708171206225,0.8830462375339981,514.0
1 precision recall f1-score support
2 Netral 0.8087121212121212 0.8840579710144928 0.8447082096933729 483.0
3 Positif 0.9662921348314607 0.5771812080536913 0.7226890756302521 298.0
4 Negatif 0.8268251273344652 0.9474708171206225 0.8830462375339981 514.0

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public/storage/top_features_dana.csv Normal file
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rank,neutral,positive,negative
1,dana,dana,dana
2,baik,banget,tipu
3,admin,transaksi,admin
4,cek,aman,sekarang
5,kak,jadi,pakai
6,promo,bikin,pernah
7,pakai,baik,palsu
8,kasih,promo,sama
9,biar,selalu,ribet
10,buat,pakai,tagih
11,mantul,voucer,kendala
12,thanks,semangat,kasih
13,ulang,mantap,transaksi
14,big,kasih,was
15,ewallet,seru,aman
1 rank neutral positive negative
2 1 dana dana dana
3 2 baik banget tipu
4 3 admin transaksi admin
5 4 cek aman sekarang
6 5 kak jadi pakai
7 6 promo bikin pernah
8 7 pakai baik palsu
9 8 kasih promo sama
10 9 biar selalu ribet
11 10 buat pakai tagih
12 11 mantul voucer kendala
13 12 thanks semangat kasih
14 13 ulang mantap transaksi
15 14 big kasih was
16 15 ewallet seru aman

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public/storage/top_features_gopay.csv Normal file
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rank,neutral,positive,negative
1,cek,kakak,gopay
2,admin,gopay,blokir
3,kakak,sama,aku
4,gopay,sekali,kakak
5,halo,makin,saldo
6,saldo,pakai,sama
7,masuk,jadi,pakai
8,mohon,promo,admin
9,bantu,aku,bayar
10,aku,hemat,uang
11,terima,plissss,padahal
12,bayar,keren,sekarang
13,pakai,belanja,gimana
14,kendala,murah,hari
15,gopaylater,mantap,kok
1 rank neutral positive negative
2 1 cek kakak gopay
3 2 admin gopay blokir
4 3 kakak sama aku
5 4 gopay sekali kakak
6 5 halo makin saldo
7 6 saldo pakai sama
8 7 masuk jadi pakai
9 8 mohon promo admin
10 9 bantu aku bayar
11 10 aku hemat uang
12 11 terima plissss padahal
13 12 bayar keren sekarang
14 13 pakai belanja gimana
15 14 kendala murah hari
16 15 gopaylater mantap kok

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public/storage/top_features_shopeepay.csv Normal file
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rank,neutral,positive,negative
1,kak,aku,aku
2,cek,kak,admin
3,kendala,qris,masuk
4,aku,mau,mau
5,admin,mudah,tidak
6,kamu,fitur,error
7,shopeepay,buat,saldo
8,kakak,sih,jam
9,masuk,cepat,lama
10,maaf,bayar,sekali
11,kait,shopeepay,shopeepay
12,bantu,favorit,gimana
13,buat,aman,apa
14,mohon,selalu,banget
15,saldo,kendala,shopee
1 rank neutral positive negative
2 1 kak aku aku
3 2 cek kak admin
4 3 kendala qris masuk
5 4 aku mau mau
6 5 admin mudah tidak
7 6 kamu fitur error
8 7 shopeepay buat saldo
9 8 kakak sih jam
10 9 masuk cepat lama
11 10 maaf bayar sekali
12 11 kait shopeepay shopeepay
13 12 bantu favorit gimana
14 13 buat aman apa
15 14 mohon selalu banget
16 15 saldo kendala shopee

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storage/app/public/.gitignore vendored
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*
!.gitignore