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DT
KNN
Naive Bayes
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README.md

README.md

⚡️Machine-Learning

  • 中文(简体)

  • Rome was not built in a day

  • Machine-Learning in Practice (Detailed Comments + Training Datasets), Keep updating!

  • My Website: wmathor

💄Chapt. 2: K-Nearest Neighbors Algorithm

Article
Python3 study notes (I): K-Nearest Neighbors Algorithm (Gorgeous and Splendid Tutorial)

Code

🔀Chapt. 3: Decision Tree

Article
Python3 study notes (II): Decision Tree (Basic Concepts): Let's Start from Dating

Code

🐧Chapt. 4: Navie Bayes

Article
Python3 Python3 study notes (IV): Navie Bayes (Basic Concepts): Comment Filter

Code

Chapt. 5: Logistic Regression

Article
Python3 study notes (VI): Logistic Regression (Basic Concepts): Gradient Ascent Algorithm

Code

Chapt. 6: SVM (Support Vector Machine)

Article
Python3 study notes (VIII): SVM (Basic Concepts): a Handcraft on Linear SVM

Code

Chapt. 7: AdaBoost

Article
Python3 study notes (X): Classifier Sharpener -- AdaBoost

Code

Chapt. 8: Linear Regression

Article
Python3 study notes (XI):

Code

Chapt. 9: Regression Tree

Article
Python3 study notes (XIII): Regression Tree (Basic Concepts): CART Alogrithm and Pruning

Code

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