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
Gradient Boosting
Sequential ensemble method correcting previous model errors
Time Series Analysis
Analyzing time-ordered data for patterns and forecasting
t-SNE
Nonlinear technique for visualizing high-dimensional data
Self-Supervised Learning
Generating supervisory signals from unlabeled data for training
Feature Engineering
Creating and transforming input variables to improve performance
Bias-Variance Tradeoff
The tension between model simplicity and complexity errors