Instructions http://kdd.ics.uci.edu/databases/kddcup99/task.html
Download Dataset at http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html
Source | Algorithm | Source Link | implemented Link | Remarks |
---|---|---|---|---|
TensorFlow | Neural Network Modeling | Official_doc | colab_file | More to be done, eg. RNN, CNN, etc. |
Kaggle_docs | Random_Forest | kaggle_kernel | code/RandomForest.ipynb | Correctness of the implementation need to be verified. |
TowardsDataScience | Classifying imbalanced dataset | link | - | for reference only |
KDNuggets | Feature Selection | link | - | For reference |
KDNuggets | Evaluation Matrices | link | - | For reference |
Github | LIME | link | code/MultinomialNB.ipynb | For explaining predictions |
Medium | Feature Selection using Covariance | link | - | For feature reduction |