Complexity / 2018 / Article / Tab 4

Research Article

Optimized Naive-Bayes and Decision Tree Approaches for fMRI Smoking Cessation Classification

Table 4

Statistics of 51 runs of the optimized and Gaussian Naive-Bayes classifier with 10-fold cross-validation for different data reduction algorithms.

Algorithm GNB ONB
Total Min Mean Median Max STD

ICA0.461 0.282 0.329 0.333 0.384 0.020
PCA0.589 0.307 0.344 0.333 0.435 0.021
SVD0.410 0.282 0.319 0.307 0.410 0.024

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