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
Imbalanced Learning
Handling datasets with unequal class distributions
Kernel Trick
Transforming data to higher dimensions for linear separability
Dropout
Regularization randomly deactivating neurons during training
Gradient Boosting
Sequential ensemble method correcting previous model errors
Active Learning
Algorithm selecting most informative data points for labeling
Markov Chain
Stochastic model where events depend only on previous state