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extra-trees-classifier

Here are 53 public repositories matching this topic...

👁 AID362-Bioassay-Classification-and-Regression-Neuronal-Network-and-Extra-Tree-with-Machine-Learnin

I developed Machine Learning Software with multiple models that predict and classify AID362 biology lab data. Accuracy values are 99% and above, and F1, Recall and Precision scores are average (average of 3) 78.33%. The purpose of this study is to prove that we can establish an artificial intelligence (machine learning) system in health. With my…

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  • Python

India is one of the countries with the highest air pollution country. Generally, air pollution is assessed by PM value or air quality index value. For my further analysis, I have selected PM-2.5 value to determine the air quality prediction and the India-Bangalore region. Also, the data was collected through web scraping with the help of Beautif…

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  • Jupyter Notebook
👁 Machine-Learning-Prediction-Software-Based-on-Classification-and-Regression-Based-on-Processor-CPU

Machine Learning Prediction Software Based on Classification and Regression Based on Processor [CPU] Specifications

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  • Python
👁 Machine-Learning-Software-Predicting-Germany-s-Economic-Development-from-2015-to-2019

论文复现项目:基于Oracle元分类器的客户流失预测,复现相关论文研究成果,通过集成决策树、随机森林、XGBoost等多种机器学习算法,采用SelectKBest+GridSearchCV和Permutation Features Selection+BayesSearchCV两种特征选择和超参数优化策略增加基分类器池,实现堆叠集成和动态选择集成并提高Oracle元分类器的理论上限。

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  • Python

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