Difference between revisions of "Machine Learning"

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Line 2: Line 2:
  
 
* Supervised Learning
 
* Supervised Learning
** Regrassion
+
** Regression
 
** Classification
 
** Classification
 
* Unsupervised Learning
 
* Unsupervised Learning
 
** Clustering
 
** Clustering
 
  
 
== Linear Regression ==
 
== Linear Regression ==

Revision as of 19:21, 2 February 2014

Types of Machine Learning

  • Supervised Learning
    • Regression
    • Classification
  • Unsupervised Learning
    • Clustering

Linear Regression

Classification Problem

$\log yh_\theta(x) + (1-y) \log (1-h_\theta(x))$ comes from Maximum Likelihood Method in Statistics