 Drew Giffin
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5c15f6204b
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The average accuracy is calculated after 1000 trainings
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2025-10-22 08:57:57 -04:00 |
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Drew Giffin
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b5f6069cea
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Added modeling section
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2025-10-21 20:25:09 -04:00 |
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Drew Giffin
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01b815deeb
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Implemented feature engineering
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2025-10-20 18:33:54 -04:00 |
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Drew Giffin
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5e375d1e6d
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Added data preproccessing section to readme
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2025-10-20 17:43:41 -04:00 |
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Drew Giffin
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cf82ddd11d
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Feature importance is now drawn
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2025-10-20 17:01:50 -04:00 |
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Drew Giffin
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93c9da88d2
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Outliers are now removed
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2025-10-20 16:40:37 -04:00 |
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Drew Giffin
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e16e27e9fd
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Added classification report and reordered targets
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2025-10-20 16:30:04 -04:00 |
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Drew Giffin
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b7580a4d1c
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Confusion matrix can now be drawn
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2025-10-20 16:12:58 -04:00 |
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Drew Giffin
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de7fd0d384
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Refactored target prediction and cleaned up other methods
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2025-10-20 15:54:10 -04:00 |
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Drew Giffin
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3625ceb1b2
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Refactored X, y separation and checked for duplicate entries
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2025-10-20 15:08:44 -04:00 |
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Drew Giffin
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602623029c
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Refactored evaluation
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2025-10-20 14:08:44 -04:00 |
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Drew Giffin
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9be8983432
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The model now gets trained and reports confusion matrix
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2025-10-20 12:47:41 -04:00 |
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Drew Giffin
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3239fe916a
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Split data and encoded target
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2025-10-19 17:37:58 -04:00 |
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Drew Giffin
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441c121751
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Features are normalized
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2025-10-19 17:27:15 -04:00 |
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Drew Giffin
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106637956c
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Cleaned data is now kept separate from raw
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2025-10-19 17:18:02 -04:00 |
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Drew Giffin
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c6425b6fbf
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Added exploratory data analysis to readme
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2025-10-19 17:07:06 -04:00 |
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Drew Giffin
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da1839c574
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Graphs that can help with EDA are now plotted
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2025-10-19 16:29:05 -04:00 |
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Drew Giffin
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37ce10f128
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Missing data is reported and cleaned
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2025-10-19 13:41:30 -04:00 |
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Drew Giffin
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b894a39ba6
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Added data and a way to load and print basic description
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2025-10-19 12:21:04 -04:00 |
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