Machine Learning
272 views
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
Polynomial Regression
Extending linear models with polynomial features for nonlinear data
Support Vector Machine
Finding optimal hyperplane to separate classes with max margin
A/B Testing
Statistical method comparing two versions for performance
Unsupervised Learning
Discovering hidden patterns in unlabeled data
Confusion Matrix
Table visualizing classifier performance by class predictions
Feature Engineering
Creating and transforming input variables to improve performance