But in the 10 districts with the highest classification rates in 1997, the average rate has dropped to 11.5percentt, from 13.5percentt.
The value of k in case of k-NN algorithm is experimentally chosen in order to give the highest classification results for a given group.
The number of perceptual coefficients giving maximum results depends on the type of examined features; it was selected in order to achieve the highest classification results.
In the case of eigenvector centrality, the highest classification scores were obtained in orbitofrontal cortex (OFC), dACC, bilateral temporal cortex, right parietal cortex, motor areas, basal ganglia, and bilateral cerebellum.
He has the AA rating, the highest classification in ASCAP.
In the Breast Cancer dataset, our best LOOCV accuracy was 74.34%, and the highest classification accuracy in the test set was 84.21% with one gene.
In the final model, the weights of selected features were determined that yielded the highest classification accuracy in a balanced subsampling procedure with standard 10-fold cross-validations.
The results showed that the proposed method was effective and it had the highest classification accuracy in most cases, while also having the fastest computation time for the larger dataset test while maintaining highest accuracy.
The proposed classification method yielded the highest classification accuracy in both within-dataset experiments, and it also outperformed other methods in cross-dataset experiments, with the only exception of the mean-based inference method in one of the experiments.
