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todo.md

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Improvements to make in house price prediction

  • Improve weights to combine Linear+SVM+Choudhary
  • Implement k-fold cross-validation
  • Improve the SVM (feature definition, tuning, &c)
  • Look more closely at raw data
  • Look more closely at which outliers should be dropped
  • Transform skewed variables
  • Look at interaction terms
  • Tune parameters
  • Find a way to fold in results from non-linear fits
  • Start over in Python

Bookkeeping

  • Reorganize this repository so top level not so crowded
  • Revise text of Kaggle notebook kernel
  • Dowload and push latest Kaggle notebook kernel to here
  • Notebook-ify Amit Choudhary's Python script