Machine Learning
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Semi-Supervised Learning
Quick Definition
Combining small labeled datasets with large unlabeled data
Full Definition
Combining a small amount of labeled data with a large amount of unlabeled data during training.
Examples
medical image analysis, speech recognition, web classification
Related Terms
supervised-learning
unsupervised-learning
More Machine Learning Terms
Clustering
Grouping similar data points based on feature similarity
Unsupervised Learning
Discovering hidden patterns in unlabeled data
Logistic Regression
Statistical model estimating binary outcome probabilities
AdaBoost
Combining weak classifiers with adaptive sample weighting
Feature Engineering
Creating and transforming input variables to improve performance
Boosting
Sequentially combining weak learners correcting previous errors