Machine Learning
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A/B Testing
Quick Definition
Statistical method comparing two versions for performance
Full Definition
A statistical method comparing two versions to determine which performs better against a defined metric.
Examples
web page optimization, feature comparison, conversion testing
Related Terms
experiment-design
hypothesis-testing
More Machine Learning Terms
CatBoost
Gradient boosting library with native categorical feature support
Loss Function
Math function measuring prediction vs actual value difference
Lasso Regression
Regularized regression using L1 penalty for feature selection
Linear Regression
Modeling variable relationships by fitting a linear equation
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Dropout
Regularization randomly deactivating neurons during training