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Predict song popularity using IterativeImputer, PCA, and Random Forest

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song-popularity-kaggle-competition

from https://www.kaggle.com/c/song-popularity-prediction

my first solo kaggle competition for predict song popularity. i use IterativeImputer as fillna value in data i use PCA 2 compomponent to feature engineer and speed the training i use Random Forest as tree-based that not affected by outlier and imbalance data

i get AUC score 0.51073 in private dashboard rank 453 from 535 team. it's ok for my first solo :)

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Predict song popularity using IterativeImputer, PCA, and Random Forest

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