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Statistical classification / Statistics / Multivariate statistics / Data / Support vector machine / K-nearest neighbors algorithm / Hyperparameter optimization / Cross-validation
Date: 2016-06-23 15:50:48
Statistical classification
Statistics
Multivariate statistics
Data
Support vector machine
K-nearest neighbors algorithm
Hyperparameter optimization
Cross-validation

Despite the popularity and superior performance of Gaussian-kernel support vector machine (SVM), the two hyperparameters sigma (scale) and C (tradeoff) remain hard to be tuned. Many techniques have been developed to addr

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