Machine Learning
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Autoencoder
Quick Definition
Neural network learning compressed data representations
Full Definition
A neural network learning compressed representations by encoding input data and reconstructing it at the output.
Examples
dimensionality reduction, denoising, anomaly detection
Related Terms
variational-autoencoder
deep-learning
More Machine Learning Terms
Markov Chain
Stochastic model where events depend only on previous state
K-Means
Partitioning data into k clusters by updating centroids
Naive Bayes
Probabilistic classifier using Bayes theorem with independence
Feature Selection
Identifying the most relevant features for model training
Data Augmentation
Artificially increasing training data through modified copies
K-Nearest Neighbors
Classifying based on majority class of k nearest neighbors