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uas_arie-bagas-azzy_sistem-rekomendasi-film-menggunakan-matrix-factorization's Introduction

UAS-SISTEM-REKOMENDASI-FILM-MENGGUNAKAN-MATRIX-FACTORIZATION

NAMA : ARIE BAGAS AZZY

NIM : 181011400122

Untuk Menjalankan dalam terminal:

python3 main.py ratings.dat -d :: -uc (0,1,2) -dt int -m cv -nf 5 -l True -li True -s 100 -lr 0.005 -lreg 0.05 -fe 10 -i 75    

Dalam Python (dalam contoh ini tanpa CV, di mana kami membagi train/test menjadi 80/20):

import main
main.MatrixFactorization(ratings.dat', 
                         delimiter = "::", 
                         useCols = (0,1,2), 
                         dtype = int, 
                         percTrain = 0.8, 
                         seed = 150, 
                         learningRate = 0.003, 
                         lambdaReg = 0.04, 
                         numFeatures = 15, 
                         iterations = 60)

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