Machine Learning
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Survival Analysis
Quick Definition
Statistical methods analyzing time until an event occurs
Full Definition
Statistical methods analyzing the expected duration until an event occurs with censored data.
Examples
patient survival studies, equipment failure, customer churn
Related Terms
hazard-modeling
kaplan-meier
More Machine Learning Terms
Data Augmentation
Artificially increasing training data through modified copies
Bias-Variance Tradeoff
The tension between model simplicity and complexity errors
UMAP
Fast dimensionality reduction preserving local and global structure
K-Means
Partitioning data into k clusters by updating centroids
DBSCAN
Density-based clustering finding clusters of varying shapes
Autoencoder
Neural network learning compressed data representations