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
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Data Augmentation
Artificially increasing training data through modified copies
Learning Rate
Hyperparameter controlling gradient descent step size
Linear Regression
Modeling variable relationships by fitting a linear equation
Cross-Validation
Evaluating model performance with multiple data splits
Loss Function
Math function measuring prediction vs actual value difference