Commits · master · seulkiro / kaggle

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Jan 22, 2018
- Refactor common part from getting surname and title features · 54d32afc
  seulkiro authored Jan 22, 2018
  
  54d32afc
- Fix categorization bug · 4166f8b6
  seulkiro authored Jan 22, 2018
  
  4166f8b6
- Add surname feature · b459c3f4
  seulkiro authored Jan 22, 2018
  
  b459c3f4
- Strip string before categorizing · 9c0f91c9
  seulkiro authored Jan 22, 2018
  
  9c0f91c9
- Train model for the entire training set before test prediction · 4dcfaa48
  seulkiro authored Jan 22, 2018
  
  4dcfaa48
- Add embarked feature · d6b390c4
  seulkiro authored Jan 22, 2018
  
  d6b390c4
- Add ticket feature · 745753a1
  seulkiro authored Jan 22, 2018
  
  745753a1
- Refactor string vector categorization · 613678d7
  seulkiro authored Jan 22, 2018
  
  613678d7
- Add title feature · 2eb38b0c
  seulkiro authored Jan 22, 2018
  
  2eb38b0c
- Measure feature importance · 18fec987
  seulkiro authored Jan 21, 2018
  
  18fec987
- Add k-fold cross validation · 6837075f
  seulkiro authored Jan 21, 2018
  
  6837075f
Jan 21, 2018
- Fix PyCharm warning · 62854aae
  seulkiro authored Jan 21, 2018
  
  62854aae
- Train the RF model and add prediction · e1146021
  seulkiro authored Jan 21, 2018
  
  e1146021
- Pre-process training and test data set · 056f59cb
  seulkiro authored Jan 20, 2018
  
  056f59cb
- Load training and test data set for RF implementation · 37df54ca
  seulkiro authored Jan 20, 2018
  
  37df54ca
Jan 20, 2018
- Refactor shared functions · d39d71a0
  seulkiro authored Jan 20, 2018
  
  d39d71a0
- Remove cabin feature · 66099864
  seulkiro authored Jan 20, 2018
  
  66099864
- Clean up NN implementation · 5d1970fc
  seulkiro authored Jan 20, 2018
  
  5d1970fc
- Limit the number of ticket features to only training data size · 84fecb78
  seulkiro authored Jan 20, 2018
  
  84fecb78
- Minor fix · c6153130
  seulkiro authored Jan 20, 2018
  
  c6153130
- Remove computeMeanAgeBasedOnTitle function as it's moved to scaleFeature · 9c17efa1
  seulkiro authored Jan 20, 2018
  
  9c17efa1
- Add has_mother feature · d01cf241
  seulkiro authored Jan 20, 2018
  
  d01cf241
- Add imputing age feature back · 2a814717
  seulkiro authored Jan 20, 2018
  
  2a814717
- Remove oneHotEncoding as it is in scaleFeature · e85199f0
  seulkiro authored Jan 19, 2018
  
  e85199f0
- Add missing loadDataSet function · 8eff961f
  seulkiro authored Jan 19, 2018
  
  8eff961f
- Add ticket feature back · 45bc16fe
  seulkiro authored Jan 19, 2018
  
  45bc16fe
- Add has_family feature based surname · 8b232f9f
  seulkiro authored Jan 19, 2018
  
  8b232f9f
- Handle training and test data set together · 90d6a0c8
  seulkiro authored Jan 19, 2018
  
  90d6a0c8
- Process title feature by grouping the same titles and minor titles · 4a9e7a9c
  seulkiro authored Jan 19, 2018
  
  4a9e7a9c
- Clean up insignificant features · bbd17c73
  seulkiro authored Jan 19, 2018
  
  bbd17c73
- Clean up comments · 1b738c5f
  seulkiro authored Jan 19, 2018
  
  1b738c5f
- Add control flags · a5b3977f
  seulkiro authored Jan 19, 2018
  
  a5b3977f
Jan 19, 2018
- Add neural network implementation · a5be6455
  seulkiro authored Jan 19, 2018
  
  a5be6455
Jan 18, 2018
- Rename Titanic to Titanic-LR · e30913e9
  seulkiro authored Jan 18, 2018
  
  e30913e9
- Add new feature (whether a person is accompanied) and impute missing cabin values · 675c7741
  seulkiro authored Jan 18, 2018
  
  675c7741
- Add ticket feature and remove polynomials · fff6b386
  seulkiro authored Jan 17, 2018
  
  fff6b386
Jan 17, 2018
- Increase test accuracy with imputing missing age values, including title, and adding polynomials · 81e4d8fd
  seulkiro authored Jan 17, 2018
  
  81e4d8fd
- Extract title from name column which can be useful information for training · 64656f99
  seulkiro authored Jan 16, 2018
  
  64656f99
Jan 16, 2018
- Plot learning curve with training and cross validation errors · f003b2a8
  seulkiro authored Jan 16, 2018
  
  f003b2a8
- Refactor training linear regression to a separate function for reusability · 96468bb4
  seulkiro authored Jan 15, 2018
  
  96468bb4