machine learning course in Coimbatore (1) - PowerPoint PPT Presentation

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machine learning course in Coimbatore (1)

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Title: machine learning course in Coimbatore (1)


1
Data Mining - Supervised
  • Decision Tree Random Forest

2
Machine Learning is ubiquitous
3
What are Decision trees?
4
How to built decision trees?
5
Decision trees - Example
6
Algorithm for Decision Tree Induction
7
Decision Tree Examples
8
Decision Tree 1, Root Students
9
Decision Tree 1, Root Students
10
Decision Tree 1, Root Students
11
Decision Tree 1, Root Students
12
Decision Tree 1, Root Students
13
Decision Tree 1, Root Students
14
Decision Tree 1, Root Student
15
Decision Tree 2, Root Income
16
Decision Tree 2, Root Income
17
Decision Tree 2, Root Income
18
Decision Tree 2, Root Income
19
Decision Tree 2, Root Income
20
Decision Tree 2, Root Income
21
Decision Tree 2, Root Income
22
Greedy Approach and Entropy
23
Entropy(Information Theory)
24
Entropy(Information Theory)
25
Information Gain Attribute Selection Measure
26
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