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Commits on Apr 1, 2023

• prova

  

  Stefano Civelli

  authored and

  Stefano Civelli

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Commits on Mar 27, 2023

• Delete profilingReports directory

  VladMarianCimpeanu

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Commits on Jan 27, 2023

• Update README.md

  VladMarianCimpeanu

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Commits on Jan 15, 2023

• added report

  VladMarianCimpeanu

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• Delete DIQ_assignment.pdf

  VladMarianCimpeanu

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• added report

  VladMarianCimpeanu

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Commits on Jan 12, 2023

• changed some plots text

  Stefano-Civelli

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Commits on Dec 9, 2022

• reverted back to KNN imputation, fixed a bug where decision tree was used instead of SVM

  Stefano-Civelli

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• added documentation for model_selection_logistic_regression function in utility.py

  VladMarianCimpeanu

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• fixed bug: decision tree was runned instead of svm

  VladMarianCimpeanu

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Commits on Dec 8, 2022

• SOFTMAX evaluation + DECISION_TREE imputation

  VladMarianCimpeanu

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• added softmax evaluation and Decision tree MICE

  VladMarianCimpeanu

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• added further considerations about functional dependency imputation

  VladMarianCimpeanu

  committed
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• added possibility to change itemset size when using apriori algorithm

  VladMarianCimpeanu

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Commits on Dec 7, 2022

• implemented possibility to apply weak dependency imputation

  VladMarianCimpeanu

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• added weak dependency analysis

  VladMarianCimpeanu

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• Merge branch 'main' of https://github.com/VladMarianCimpeanu/DIQ-assignment into main

  Stefano-Civelli

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• small changes to adult notebook definitivo

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• soybean_notebook.ipynb

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• Merge branch 'main' of https://github.com/VladMarianCimpeanu/DIQ-assignment into main

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• added weighted f1 score metric in evaluate model function

  VladMarianCimpeanu

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• added f1 score analysys in soybean notebook

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Commits on Dec 6, 2022

• Merge branch 'main' of https://github.com/VladMarianCimpeanu/DIQ-assignment into main

  Stefano-Civelli

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• completed adult_notebook

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• discussed and handled duplicated tuples.

  VladMarianCimpeanu

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• fixed vector distance metric

  VladMarianCimpeanu

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Commits on Dec 5, 2022

• fixed chart's color palette

  VladMarianCimpeanu

  committed
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• Merge branch 'main' of https://github.com/VladMarianCimpeanu/DIQ-assignment into main

  Stefano-Civelli

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• started the advanced imputation notebook

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• added svm analysis and changed chart's colors

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• added svm model selection in utility.py

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• added test accuracy comparsinon between different datasets using Decision tree learning algorithm.

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• Merge branch 'main' of https://github.com/VladMarianCimpeanu/DIQ-assignment into main

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• during model selection, select the model with the highest lower bound for the accuracy to face noisy results.

  VladMarianCimpeanu

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• Merge branch 'main' of https://github.com/VladMarianCimpeanu/DIQ-assignment into main

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