ML2017FALL

Course Website

HW0 - Basic Operations

• Homework Website
• Q1 出現字數統計
• Q2 圖片淡化

HW1 - PM2.5 Prediction

• Homework Website
• Kaggle
• Rank: Top 76% (338/445)
• Public Rank: 42
• Public Score: 6.15826
• Private Rank: 338
• Private Score: 5.84701

HW2 - Winner or Loser

• Homework Website
• Kaggle
• Rank: Top 50% (198/402)
• Public Rank: 154
• Public Score: 0.86253
• Private Rank: 198
• Private Score: 0.85505

HW3 - Image Sentiment Classification

• Homework Website
• Kaggle
• Rank: Top 8% (27/366)
• Public Rank: 31
• Public Score: 0.70409
• Private Rank: 27
• Private Score: 0.70911

HW4 - Sentence Sentiment Classification

• Homework Website
• Kaggle
• Rank: Top 33% (113/344)
• Public Rank: 136
• Public Score: 0.82229
• Private Rank: 113
• Private Score: 0.82204

HW5 - Movie Recommendation

• Homework Website
• Kaggle
• Rank: Top 12% (40/335)
• Public Rank: 41
• Public Score: 0.84423
• Private Rank: 40
• Private Score: 0.84476

HW6 - Unsupervised Learning

• Homework Website
• Kaggle
• Rank: Top 22% (70/333)
• Public Rank: 73
• Public Score: 1.0000
• Private Rank: 70
• Private Score: 1.0000

Final - Conversations in TV Shows

• Homework Website
• Kaggle
• Rank: Top 6% (5/92)
• Public Rank: 2
• Public Score: 0.55810
• Private Rank: 5
• Private Score: 0.54466