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ML proj, Tyler's Version + data + preprocessing
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Exloring_dataset_AA_v2
Exploring dataset_AA_v3
…nt_ML_Proj.ipynb Changed the name of file to make it easier to distinguish from group members
This version includes a finished Data Preprocessing and a beginning EDA section.
Tests with manipulating data for borough, on street name, and zip code columns.
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Preprocessing notebook is algorithm to provide missing values for columns "BOROUGH", "ZIP CODE" and "ON STREET NAME". Test notebook is work done to achieve the preprocessing algorithm.
Adding Preprocessing Missing Data Notebook & Test Notebook & raw Dataset
script-for-downloading-processed-dataset
creating-binary-class-dataset
baseline-LR-binary-classification-with-class-imbalance
LR-binary-classification-undersampling-majority-class
random-forest-binary-classification-with-undersampling-majority-class
xgb-rf-stacking-binary-classification
This notebook has an attempt at DBSCAN and Folium Mapping
DBSCAN Clustering
rf-w-hyperparameter-tuning-undersampling
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