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Email-Spam-Detector-DecTreeClass
Email-Spam-Detector-DecTreeClass PublicUsing a decision tree classification model to identify spam emails based on the specific occurrence of certain features and patterns within the email text. The dataset contains over 54 feature vari…
Jupyter Notebook 3
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Predicting-Customer-Purchase-LogisticReg
Predicting-Customer-Purchase-LogisticReg PublicUsing Logistic regression to determine which consumer demographics to target and their likelihood of purchasing a product based on viewing a social media ad. Achieved an accuracy score of above 92%!
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Diagnosing-Urinary-Diseases-NaiveBYS
Diagnosing-Urinary-Diseases-NaiveBYS PublicUsing a Gaussian Naive Bayes model to diagnose acute urinary inflammation and acute nephritises. Achieved a level of 90% and 95% diagnosing separately and nearly 100% with diagnosing together.
Jupyter Notebook 1
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Predicting-Online-Purchase-RanForestClass
Predicting-Online-Purchase-RanForestClass PublicUsing a random forest classifier to identify whether customers purchase something online based on user activity and clickstream data. The dataset contains over 12000 users and the model accomplishe…
Jupyter Notebook 1
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Facebook-Engaged-User-Prediction-MLR
Facebook-Engaged-User-Prediction-MLR PublicA multiple linear model predicting lifetime engaged users on a cosmetic company's Facebook page. Data extracted from post metrics from over 500 posts in 2014. Achieved an accuracy of nearly 80%!
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