Final documents for the report
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Data file: ModeChoiceOptima.txt
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Data cleaning: Datacleaning_modechoice.ipynb
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Final cleaned dataset: cleaned_dataset_without_criticalcolumns.csv
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Global regression: Global_regression_structured.ipynb
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Global neural network: Global_Neural_Network_structured.ipynb
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Kmeans clustering: kmeans_modechoice._Rosannasversionipynb.ipynb
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Clustered regression: Regression_with_clustering_fleur.ipynb
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Regression for different clusters (varying from 2-class to 4-class model) with cluster specific information:
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Regression_with_2clustering_fleur.ipynb -
Regression_with_3clustering_fleur.ipynb -
Regression_with_4clustering_fleur.ipynb -
Cluster CSV's:
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clusters_k2.csv -
clusters_k3.csv -
clusters_k4.csv