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35b4a84914
Merge branch 'development'
main
Drew Giffin
2025-10-24 13:57:24 -04:00
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c2fc8478cf
Merge branch 'bugfix/add-requirements' into development
Drew Giffin
2025-10-24 13:57:10 -04:00
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237031fa89
Added requirments file for venv use
Drew Giffin
2025-10-24 13:56:46 -04:00
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84a28823d9
Merge branch 'development'
Drew Giffin
2025-10-22 11:08:31 -04:00
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ebbd3b2da6
Merge branch 'feature/report' into development
Drew Giffin
2025-10-22 11:07:40 -04:00
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3cf2d55a80
Added references section
Drew Giffin
2025-10-22 11:07:25 -04:00
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438ed347d6
Added how to run section
Drew Giffin
2025-10-22 10:56:14 -04:00
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3b3918a0e1
Added conclusion section
Drew Giffin
2025-10-22 10:46:54 -04:00
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6aeda55577
Changed heading to match project
Drew Giffin
2025-10-22 09:55:29 -04:00
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201523cb34
Added text for results
Drew Giffin
2025-10-22 09:50:22 -04:00
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5c15f6204b
The average accuracy is calculated after 1000 trainings
Drew Giffin
2025-10-22 08:57:57 -04:00
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b5f6069cea
Added modeling section
Drew Giffin
2025-10-21 16:49:11 -04:00
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01b815deeb
Implemented feature engineering
Drew Giffin
2025-10-20 18:30:48 -04:00
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5e375d1e6d
Added data preproccessing section to readme
Drew Giffin
2025-10-20 17:43:41 -04:00
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cf82ddd11d
Feature importance is now drawn
Drew Giffin
2025-10-20 17:01:41 -04:00
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93c9da88d2
Outliers are now removed
Drew Giffin
2025-10-20 16:40:37 -04:00
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e16e27e9fd
Added classification report and reordered targets
Drew Giffin
2025-10-20 16:28:56 -04:00
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b7580a4d1c
Confusion matrix can now be drawn
Drew Giffin
2025-10-20 16:12:24 -04:00
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de7fd0d384
Refactored target prediction and cleaned up other methods
Drew Giffin
2025-10-20 15:54:10 -04:00
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3625ceb1b2
Refactored X, y separation and checked for duplicate entries
Drew Giffin
2025-10-20 15:08:44 -04:00
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602623029c
Refactored evaluation
Drew Giffin
2025-10-20 14:08:44 -04:00
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cb2ff18b89
Merge branch 'feature/model-training' into development
Drew Giffin
2025-10-20 12:47:48 -04:00
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9be8983432
The model now gets trained and reports confusion matrix
Drew Giffin
2025-10-20 11:59:02 -04:00
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3239fe916a
Split data and encoded target
Drew Giffin
2025-10-19 17:37:58 -04:00
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441c121751
Features are normalized
Drew Giffin
2025-10-19 17:25:57 -04:00
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106637956c
Cleaned data is now kept separate from raw
Drew Giffin
2025-10-19 17:17:41 -04:00
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75f4279ea9
Merge branch 'feature/exploratory-data-analysis' into development
Drew Giffin
2025-10-19 17:07:13 -04:00
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c6425b6fbf
Added exploratory data analysis to readme
Drew Giffin
2025-10-19 17:07:06 -04:00
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39dfcead64
Added images of graphs made for EDA
Drew Giffin
2025-10-19 16:29:10 -04:00
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da1839c574
Graphs that can help with EDA are now plotted
Drew Giffin
2025-10-19 16:25:22 -04:00
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37ce10f128
Missing data is reported and cleaned
Drew Giffin
2025-10-19 13:41:30 -04:00
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b894a39ba6
Added data and a way to load and print basic description
Drew Giffin
2025-10-19 11:15:53 -04:00
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ec7e2e64b3
Merge branch 'feature/readme' into development
Drew Giffin
2025-10-19 09:46:04 -04:00
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63dad82abb
Added dataset context
Drew Giffin
2025-10-19 09:42:06 -04:00
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7f3384762d
Added goal
Drew Giffin
2025-10-19 09:29:26 -04:00
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c2c3de0d26
Added readme text
Drew Giffin
2025-10-18 23:53:24 -04:00
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fa3f8de3f7
Initial commit
Drew Giffin
2025-10-18 23:47:05 -04:00