Machine Learning (2018 Fall Semester) by (Pei-Yuan Wu, Hung-yi Lee and Tsungnan Lin)

• Kaggle username : r06922134_test

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• Part 1: Github Setup
• Part 2: Linux Setup
• Part 3: Allowed Packages

PM2.5 Prediction

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• Kaggle Competition
  • Public score : 5.63946
  • Private score : 6.78165 Rank 30/129 on the private leaderboard

Credit Card Payment Prediction

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• Kaggle Competition
  • Public score : 0.82100
  • Private score : 0.81820 Rank 38/109 on the private leaderboard

Image Sentiment Classification

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• Kaggle Competition
  • Public score : 0.71524
  • Private score : 0.72527 Rank 10/109 on the private leaderboard

Hyperparameter Tuning (Bonus from HTC DeepQ)

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Malicious Comments Identification on Dcard

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• Kaggle Competition
  • Public score : 0.76382
  • Private score : 0.76122 Rank 4/101 on the private leaderboard

Human Protein Atlas Image classification

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• Kaggle Competition
  • Public score : 0.52636
  • Private score : 0.47042 Rank 348/2169 on the private leaderboard