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Implementation of big data algorithms (Association Mining, Classification, Prediction) from the scratch.
big_data_algorithms's Introduction
- Apriori Algorithm
- Simple Naive Bayes Classification
- Gaussian Naive Bayes Classification
- k-Nearest Neighbour Classification
- k-Means Clustering
- Simple Linear Regression
- Decision Tree (will be implementing soon)
- Minimum Maximum Normalization
- ZScore Normalization
- Binning by medians, means and boundaries
kNN classification output: (Dataset)
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