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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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Kritika97Gaikwad / AI-Generated-Text-Detection

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Developed a machine learning model using scikit-learn, implementing ensemble techniques, PCA, correlation analysis, and extensive feature engineering. The goal was to classify documents as either human-generated (0) or AI-generated (1) based on document embeddings, word count, and punctuation.

python data-science machine-learning numpy scikit-learn pandas ensemble-model automl ensemble-machine-learning permutation-importance ice-plot
  • Updated Jun 15, 2024
  • Jupyter Notebook

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