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
UMAP
Fast dimensionality reduction preserving local and global structure
Random Forest
Ensemble of decision trees that votes on predictions
Margin
Distance between decision boundary and nearest data points
Dimensionality Reduction
Reducing feature count while preserving important information
ROC Curve
Plot showing classifier performance across thresholds
Logistic Regression
Statistical model estimating binary outcome probabilities