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
Clustering
Grouping similar data points based on feature similarity
Dimensionality Reduction
Reducing feature count while preserving important information
Underfitting
When a model is too simple to capture data patterns
Time Series Analysis
Analyzing time-ordered data for patterns and forecasting
Semi-Supervised Learning
Combining small labeled datasets with large unlabeled data
Imbalanced Learning
Handling datasets with unequal class distributions