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precision-score

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FaezehAbedi2023 / Statistical-Analysis-in-Sensor-Data-Processing-with-Machine-Learning-Models

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This project develops an activity recognition model for a mobile fitness app using statistical analysis and machine learning. By processing smartphone sensor data, it extracts features to train models that accurately recognize user activities.

python numpy scikit-learn pandas matplotlib confusion-matrix histograms svm-classifier f1-score correlation-matrix decisiontreeclassifier accuracy-score randomforestclassifier smote-sampling precision-score recall-score smote-oversampler preprocessing-data
  • Updated Aug 6, 2024
  • Jupyter Notebook

muhammad3245571106 / Student-Grade-Prediction

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This is the Data Mining Project for predicting the student's grade before the final and Mid-2 examination. I use Python and Jupyter Notebook for this Project.

python numpy sklearn jupyter-notebook pandas matplotlib confusion-matrix pyplot f1-score kneighborsclassifier gridsearchcv decisiontreeclassifier accuracy-score standardscaler train-test-split labelencoder precision-score recall-score
  • Updated Jun 23, 2024
  • Jupyter Notebook

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