【PPT资料】Introdution of Data Mining

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Introdution of Data Mining - 2nd chap10_false_discoveries.pptx (1.73 MB, 需要: 1 个论坛币)

2018-4-3 23:33:46 上传

Avoiding False Discoveries
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PowerPoint Slides:

• Introduction
  
• Data
  
• Classification: Basic Concepts and Techniques
  
  
  • Basic Concepts and Decision Trees
    
  • 
    Model Overfitting
    
    
    
• Classification: Alternative Techniques
  
  
  • Rule-based Classifier
    
  • Nearest Neighbor Classifiers
    
  • Naïve Bayes Classifier
    
  • Artificial Neural Networks
    
  • Support Vector Machine
    
  • Ensemble Methods
    
  • Class Imbalance Problem
    
    
    
• Association Analysis: Basic Concepts and Algorithms
  
• Association Analysis: Advanced Concepts
  
• Cluster Analysis: Basic Concepts and Algorithms
  
• Cluster Analysis: Additional Issues and Algorithms
  
• Anomaly Detection
  
• Avoiding False Discoveries
  
  

chap9_anomaly_detection.pptx (436.38 KB, 需要: 1 个论坛币)

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Anomaly Detection
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chap8_advanced_cluster_analysis.pptx (4.56 MB, 需要: 1 个论坛币)

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Cluster Analysis: Additional Issues and Algorithms
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chap7_basic_cluster_analysis.pptx (3.01 MB, 需要: 1 个论坛币)

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Cluster Analysis: Basic Concepts and Algorithms
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chap6_advanced_association_analysis.ppt (2.23 MB, 需要: 1 个论坛币)

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Association Analysis: Advanced Concepts
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chap5-association_analysis.pptx (2.54 MB, 需要: 1 个论坛币)

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Association Analysis: Basic Concepts and Algorithms
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chap4_svm.ppt (713 KB, 需要: 1 个论坛币)

2018-4-3 23:32:26 上传

Classification: Basic Concepts and Techniques - Support Vector Machine
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chap4_rule_based.pptx (412.63 KB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques - Rule-based Classifier
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chap4_naive_bayes.ppt (1.08 MB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques - Naïve Bayes Classifier
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chap4_knn.pptx (320.92 KB, 需要: 2 个论坛币)

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Classification: Basic Concepts and Techniques - Nearest Neighbor Classifiers
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chap4_imbalanced_classes.pptx (406.55 KB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques - Class Imbalance Problem
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chap4_ensemble.ppt (677.5 KB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques - Ensemble Methods
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chap4_ann.pptx (590.19 KB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques - Artificial Neural Networks
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chap3_overfitting.pptx (1.15 MB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques
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chap3_basic_classification.ppt (2.93 MB, 需要: 1 个论坛币)

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Classification: Basic Concepts and Techniques
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chap2_data.pptx (5.51 MB, 需要: 1 个论坛币)

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Data
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chap1_intro.ppt (6.83 MB)

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Introduction

ch_data_exploration.pptx (1.36 MB, 需要: 1 个论坛币)

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Data Exploration
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关键词：数据挖掘 常用算法

请楼主打个包咯，谢谢。

Introduction of Data Mining.zip (31.91 MB, 需要: 8 个论坛币)

2018-4-12 22:36:29 上传

Introduction of Data Mining
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heinrico 发表于 2018-4-4 09:13
请楼主打个包咯，谢谢。

已打包，下载所需论坛币也下降了