Machine Learning
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Active Learning
Quick Definition
Algorithm selecting most informative data points for labeling
Full Definition
A strategy where the algorithm interactively queries a human to select the most informative data points.
Examples
medical image annotation, text labeling, rare event detection
Related Terms
semi-supervised-learning
label-efficiency
More Machine Learning Terms
Logistic Regression
Statistical model estimating binary outcome probabilities
K-Means
Partitioning data into k clusters by updating centroids
Naive Bayes
Probabilistic classifier using Bayes theorem with independence
Dimensionality Reduction
Reducing feature count while preserving important information
Survival Analysis
Statistical methods analyzing time until an event occurs
Hyperparameter Tuning
Finding optimal configuration values before training