<p>Classification accuracy from permutation Discriminant Function Analysis based on the viewing times for AOIs.</p
<p>Classification performances of all methods as a function of feature subset size, for a) first b) ...
BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...
<p>The performance of different classifiers associated with the attribute selection methods assessed...
<p>Comparison of accuracy rate of different features extracted with classification algorithms.</p
<p>Classification Accuracy of Different Comparative Algorithms on Gas Dataset.</p
<p>Classification accuracy (%) for all subjects using different feature extraction methods.</p
<p>Classification accuracy results for 10 initialisations for each combination of plasticity rule, c...
<p>The classification accuracy for various feature subsets, averaged over all the class definitions....
<p>Classification accuracy comparison of the proposed research with the state-of-the-art methods.</p
We introduce and explore an approach to estimating statisticalsignificance of classification accurac...
<p>Classification accuracy of MLPD and SLPD with respect to different predefined threshold .</p
<p>The performances of the different classification algorithms as a function of the number of trials...
<p>Performance of automatic classification using expert-defined and discretized features.</p
<p>Classification performance of all methods as a function of feature subset size, for a) first b) s...
Comparisons of average classifier precision with existing FS methods [29, 37, 39, 48].</p
<p>Classification performances of all methods as a function of feature subset size, for a) first b) ...
BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...
<p>The performance of different classifiers associated with the attribute selection methods assessed...
<p>Comparison of accuracy rate of different features extracted with classification algorithms.</p
<p>Classification Accuracy of Different Comparative Algorithms on Gas Dataset.</p
<p>Classification accuracy (%) for all subjects using different feature extraction methods.</p
<p>Classification accuracy results for 10 initialisations for each combination of plasticity rule, c...
<p>The classification accuracy for various feature subsets, averaged over all the class definitions....
<p>Classification accuracy comparison of the proposed research with the state-of-the-art methods.</p
We introduce and explore an approach to estimating statisticalsignificance of classification accurac...
<p>Classification accuracy of MLPD and SLPD with respect to different predefined threshold .</p
<p>The performances of the different classification algorithms as a function of the number of trials...
<p>Performance of automatic classification using expert-defined and discretized features.</p
<p>Classification performance of all methods as a function of feature subset size, for a) first b) s...
Comparisons of average classifier precision with existing FS methods [29, 37, 39, 48].</p
<p>Classification performances of all methods as a function of feature subset size, for a) first b) ...
BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...
<p>The performance of different classifiers associated with the attribute selection methods assessed...