Machine Learning
21 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
Markov Chain
Stochastic model where events depend only on previous state
AdaBoost
Combining weak classifiers with adaptive sample weighting
Time Series Analysis
Analyzing time-ordered data for patterns and forecasting
K-Means
Partitioning data into k clusters by updating centroids
ROC Curve
Plot showing classifier performance across thresholds
Imbalanced Learning
Handling datasets with unequal class distributions