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ML2017FALL

Course Website

HW0 - Basic Operations

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