Tuesday, October 17, 2017
Home Machine Learning demonstration in Python Classification Algorithms in Python

Classification Algorithms in Python

There is a description of important classification algorithms in Python for Machine Learning and Data Analytics

Text Classification

Natural Language Processing using python

Introduction Let's learn from a precise demo on Natural Language Processing on Newsgroup data for Machine Learning What we will do : 1. Read the newsgroup data 2. Use TfIdfVectorizer for converting a collection of...
Support Vector Classifier

Support Vector Machine using python

Introduction Let's learn from a precise demo on Fitting Support Vector Machine on Titanic Data Set for Machine Learning Description: On April 15, 1912, the Titanic sank after colliding with an iceberg, killing...
logistic regression using python

Logistic Regression using python

Let's learn from a precise demo on Fitting Logistic Regression on Titanic Data Set for Machine Learning Description: On April 15, 1912, the Titanic sank after colliding with an iceberg, killing 1502...
accuracy metric

Random Forest using Python

Let's learn from a precise demo on Fitting Random Forest on Titanic Data Set for Machine LearningDescription: On April 15, 1912, the Titanic sank after colliding with an iceberg,...

APPLICATIONS OF DATA ANALYTICS

Finding patterns in Predictor Variables

Finding correlated variables is very important in order to remove multicollinearity in multiple regression models.Once you know the correlated variables you can choose few...

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