Machine Learning
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Supervised Learning
Quick Definition
Learning from labeled training data with input-output pairs
Full Definition
A ML approach where models learn from labeled training data consisting of input-output pairs.
Examples
email spam detection, house price prediction, image classification
Related Terms
classification
regression
neural-network
More Machine Learning Terms
Dropout
Regularization randomly deactivating neurons during training
Hidden Markov Model
Statistical model with hidden states and observable outputs
Backpropagation
Algorithm computing gradients for neural network weight updates
LightGBM
Fast gradient boosting framework using histogram splitting
Clustering
Grouping similar data points based on feature similarity
Linear Regression
Modeling variable relationships by fitting a linear equation