My attempt to test myself on "Predicting a Biological Response" on Kaggle
Python R
Latest commit 2db5eaf Jun 27, 2013 Eric Chio Added random forest solution.
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data Initial response with rank 191 and rank 680. Jun 9, 2013
data_science_101_solution Initial response with rank 191 and rank 680. Jun 9, 2013
deeplearning
emanuele
neil_schneider
shea_parkes
README.md Random forest with PCA submission, very poor results however. Jun 9, 2013
random_forest.py
random_forest.pyc
random_forest.txt
random_forest_solution_with_pca.txt Random forest with PCA submission, very poor results however. Jun 9, 2013
random_forest_with_confidence.txt Renamed files and added more comments. Jun 9, 2013
solution_random_forest.r Renamed files and added more comments. Jun 9, 2013
solution_random_forest_with_confidence.r
solution_random_forest_with_pca.r
submission.random_forest.out.csv
training_random_forest.r Renamed files and added more comments. Jun 9, 2013
training_random_forest_with_pca.r

README.md

Predicting a Biological Response

  • training_random_forest.r - Training for Random Forest
  • solution_random_forest.r - Solution generation for Random Forest with 0/1 responses only
  • solution_random_forest_with_confidence.r - Solution generation for Random Forest with confidence ranges

  • training_random_forest_with_pca.r - Training for Random Forest with PCA

  • solution_random_forest_with_pca.r - Solution generation for Random Forest with PCA with confidence ranges