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
Active Learning
Algorithm selecting most informative data points for labeling
Hyperparameter Tuning
Finding optimal configuration values before training
Model Selection
Choosing the best ML model from candidates
Polynomial Regression
Extending linear models with polynomial features for nonlinear data
Semi-Supervised Learning
Combining small labeled datasets with large unlabeled data
Time Series Analysis
Analyzing time-ordered data for patterns and forecasting