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
Semi-Supervised Learning
Combining small labeled datasets with large unlabeled data
Feature Engineering
Creating and transforming input variables to improve performance
LightGBM
Fast gradient boosting framework using histogram splitting
Clustering
Grouping similar data points based on feature similarity
Feature Selection
Identifying the most relevant features for model training
Overfitting
When a model learns training data noise and fails on new data