Machine Learning

Table of contents

• Introduction

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Introduction

• 머신러닝
• 지도학습
  • 분류
    • K-NN
    • DT
    • Naive bayes
    • Logistic regression
    • SVM
    • AdaBoost
  • 회귀
    • Linear regression
    • Tree-based regression
• 비지도학습
  • K-means clustering
• 차원축소
  • PCA
  • SVD

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Table of contents

• AdaBoost
• Classification
• DecisionTree
• Dimensionality_reduction
• K-NN
• K-means_clustering
• Linear_regression
• Logistic_Regression
• Machine_learning
• Naive_Bayes
• PCA
• Regression
• SVD
• SVM
• Supervised_Learning
• Tree-based_regression
• Unsupervised_Learning