Machine Learning
26 views
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
XGBoost
Optimized gradient boosting library for structured data
ARIMA
Statistical model for time series analysis and forecasting
Logistic Regression
Statistical model estimating binary outcome probabilities
CatBoost
Gradient boosting library with native categorical feature support
Loss Function
Math function measuring prediction vs actual value difference
Contrastive Learning
Self-supervised learning by contrasting data pairs