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
Feature Engineering
Creating and transforming input variables to improve performance
DBSCAN
Density-based clustering finding clusters of varying shapes
Online Learning
Updating models incrementally as new data arrives
Overfitting
When a model learns training data noise and fails on new data
Random Forest
Ensemble of decision trees that votes on predictions
Gradient Boosting
Sequential ensemble method correcting previous model errors