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
Machine Learning
AI subset where systems learn patterns from data
Hyperparameter Tuning
Finding optimal configuration values before training
Gradient Boosting
Sequential ensemble method correcting previous model errors
Feature Engineering
Creating and transforming input variables to improve performance
Precision Recall
Metrics measuring positive prediction quality and coverage
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training