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  • Hands on Machine Learning with Scikit -learn Keras and Tensorflow Reading Notes - Tip 整理

    Jan 4, 2022 · 1 min read · Python MachineLearning  ·
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    关于样本随机选择 假设人口中的51%的男性和48%的女性,如果问卷调查为50%男性,50%女性,则在采样的时候就存在Bias,这将会直接导致后续的准确率。

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  • Hands on Machine Learning with Scikit -learn Keras and Tensorflow Reading Notes - 算法整理

    Jan 4, 2022 · 1 min read · Python MachineLearning Reading Notes  ·
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    Supervised learning k-Nearest Neighbors Linear Regression Logistic Regression SVM Decision Tree & Random Tree Neural Network Unsuervised learning Cluster K-Means DBSCAN Hierarchical Cluster Analysis (HCA) Anomaly section and novelty detection One-class SVM Isolation Forest Visualization and dimensionality reduction …

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