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kneighborsclassifier

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peijin0405 / Machine-Learning-Analysis-of-International-Student-Mobility

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This project aims to study the influence factors of international students' mobility with the case of international students from B&R countries studying in China.

data-science machine-learning sql random-forest linear-regression data-visualization naive-bayes-classifier decision-tree-classifier kneighborsclassifier partial-dependence-plot push-pull auc-roc-curve permutation-importance ice-plot
  • Updated Mar 1, 2024
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ChaitanyaC22 / Autistic-Spectrum-Disorder-ASD-Detection

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This project aims to develop a robust classification model using test-takers' demographics and questionnaire responses from the ASD screening dataset to accurately identify individuals with Autistic Spectrum Disorder (ASD) through optimization of performance metrics.

machine-learning random-forest machine-learning-algorithms jupyter-notebook pipelines python3 healthcare xgboost logistic-regression social-sciences model-evaluation classification-algorithm model-building kneighborsclassifier modular-code
  • Updated Jan 29, 2023
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jodiambra / Tinder-Relationship-Predictions-Website

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Exploratory data analysis and predictive modeling using Tinder matching data. Model predicts whether you would find a relationship or not. The EDA was showcased with a web application, in collaboration with software engineer students. This project was part of Practicum Code Pudding 2.0 competition.

api website machine-learning pipeline random-forest svm naive-bayes eda pandas xgboost tinder lightgbm logistic-regression decision-tree smote kneighborsclassifier gridsearchcv fastapi crossvalidation
  • Updated May 14, 2023
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