Machine Learning
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Logistic Regression
Quick Definition
Statistical model estimating binary outcome probabilities
Full Definition
A statistical model estimating the probability of a binary outcome using a logistic function.
Examples
binary classification, probability estimation, medical diagnosis
Related Terms
classification
supervised-learning
More Machine Learning Terms
Decision Tree
Tree-like model splitting data based on feature values
CatBoost
Gradient boosting library with native categorical feature support
Boosting
Sequentially combining weak learners correcting previous errors
Feature Engineering
Creating and transforming input variables to improve performance
Margin
Distance between decision boundary and nearest data points
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors