vitaljoseph-allegheny-senior-comp-artifact -

• Added statistical summary to terminal output

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Published by VitalJoseph about 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Updated README.md file
• Added 2025 WR prospect data
• Applied modeling to 2025 prospect data for predictions
• Displayed prediction results in dashboard

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Published by VitalJoseph about 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Added linear threshold weighted model to dashboard
• Added linear cluster model to dashboard
• Added linear cluster weighted model to dashboard
• Added extra pages and templates for remaining models

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Published by VitalJoseph about 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Added notebooks for all models for experiment visualization
• Removed Random Forest prototype
• Updated models for better accuracy

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Published by VitalJoseph about 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Added more data observations
• Correctly Added weighted features engineering to both the linear threshold and cluster models
• Updated file names for web app
• Updated UI for web app
• Added further standardization to some feature metrics

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Published by VitalJoseph over 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Updated all models for more accurate results
• Added Random Forest model
• Added Weighted metrics
• Updated file names for comprehension
• Got rid of notebooks

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Published by VitalJoseph over 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Updated comments for interpretability
• Added classification report to models for experiments
• Updated output to show classification report messages
• Added notebook for manual_mccv model

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Published by VitalJoseph over 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Added Github README for artifact
• Added model cluster_mccv model to Flask App
• Updated html files and aded home page
• Updated MCCV for both models

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Published by VitalJoseph over 1 year ago

vitaljoseph-allegheny-senior-comp-artifact -

Changes

• Updated Monte Carlo Cross Validation output for clustering and manual mccv models
• Added Flask Integration
• Added starter site with readable output for manual_mccv model
• Updated files names and file hierarchy for readability purposes

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Published by VitalJoseph over 1 year ago

vitaljoseph-allegheny-senior-comp-artifact - v0.4.1

Changes * Added accessible notebook for prototypes * Added a virtual environment * Added requirements.txt with all needed dependencies * Added more data observations

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Published by VitalJoseph over 1 year ago

vitaljoseph-allegheny-senior-comp-artifact - v0.4.0

Changes * Added clustering classification technique * Added monte carlo cross validation to both manual and clustering classifications * Added all available metrics to the classification models

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Published by VitalJoseph over 1 year ago