Targeting: Logistic Regression, Special Cases and Extensions

Targeting: Logistic Regression, Special Cases and Extensions

Logistic regression is a classical linear model for logit-transformed conditional probabilities of a binary target variable. It recovers the true conditional probabilities if the joint distribution of predictors and the target is of log-linear form. Weights-of-evidence is an ordinary logistic regres...

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Bibliographic Details
Main Author: Helmut Schaeben
Format: Article
Language:English
Published: MDPI AG 2014-12-01
Series:ISPRS International Journal of Geo-Information
Subjects:
prospectivity modeling
potential modeling
conditional independence
naive Bayes model
Bayes factors
weights of evidence
artificial neural nets
imbalanced datasets
balancing
Online Access:http://www.mdpi.com/2220-9964/3/4/1387

Internet

http://www.mdpi.com/2220-9964/3/4/1387

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