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ML Classifier

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classifier in machine learning is an algorithm that automatically orders or categorizes data into one or more of a set of “classes.” One of the most common examples is an email classifier that scans emails to filter them by class label: Spam or Not Spam

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Machine Learning
Algorithms




Unaza Tallal

,Content
SVM
Lineraly Separable data
Linear SVM
Non-Linearly Separable data
Non-Linear SVM
Kernal Function
K-NN

, Classification Technique
 Support Vector Machine
In machine learning, support-vector machines are
supervised learning models.


Supervised Learning
Supervised learning is the machine learning task of
learning a function that maps an input to an output
based on example input-output pairs

, Cont:
 Unsupervised Learning
Unsupervised learning is the training of an artificial
intelligence (AI) algorithm using information that is
neither classified nor labeled and allowing the
algorithm to act on that information without guidance.

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Uploaded on
March 23, 2023
Number of pages
31
Written in
2022/2023
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Class notes
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Mam uzaiza talal
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