Analysis of "Machine Learning Algorithm Series II" Logistic regression published in 2016-01-09 | Categories in Project Experience | | 12573 This article is inspired by Rickjin teacher, talk about the logistic regression some content, although
Scikit-learn provides a lot of class libraries for linear regression, which can be used to do linear regression analysis, This article summarizes the use of these libraries, focusing on the differences of these linear regression algorithm libraries
Conditions/Prerequisites for regression problems:1) The data collected2) The hypothetical model, a function, which contains unknown parameters, can be estimated by learning the parameters. The model is then used to predict/classify new data.1.
Logistic regression is a classification algorithm which can deal with two-tuple classification and multivariate classification. Although its name contains "regression" two words, but not a regression algorithm. So why is there a misleading word for "
1. PrefaceThe linear regression form is simple and easy to model, but it contains some important basic ideas in machine learning. Many of the more powerful non-linear models (nonlinear model) can be obtained by introducing hierarchies or
Original: http://www.cnblogs.com/jerrylead/archive/2011/03/05/1971867.html#3281650Understanding of linear regression, logistic regression and general regression"Please specify the source when reproduced":
As a machine learning beginner, the understanding is limited, the expression also has many mistakes, hope that everybody criticizes correct.
1 Summary
This report is a summary and understanding of the first four sections of the Stanford University
Regression is to try to find out the number of variables in the relationship between the change in the expression of the function expression, this expression called the regression equation.
Conditions/Prerequisites for regression issues:
1)
for linear regression, logistic regression, and general regression"Turn from": Http://www.cnblogs.com/jerryleadJerryleadFebruary 27, 2011As a machine learning beginner, the understanding is limited, the expression also has many mistakes, hope that
Understanding of linear regression, logistic regression and general regression"Please specify the source when reproduced": Http://www.cnblogs.com/jerryleadJerryleadFebruary 27, 2011As a machine learning beginner, the understanding is limited, the
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