Equal error rate (EER) and correct classification ratio (CCR) of MSM-based method [11] and the B-2D-PCA-R MSM, for dataset 1.</p
<p>Misclassification rates for Least Discriminant Analysis (LDA) models based on Principle Component...
<p>Classification accuracy is more sensitive to the number of meta-samples rather than to the regula...
<p>Comparison of the average precision rates, recall rates and F1 values for the different classific...
Averaged equal error rate (EER) [%] at each absolute speed difference between gallery and probe data...
EER and CCR of Mansur’s method [8], MSM-based method [11] and the B-2D-PCA-R MSM, for dataset 2.</p
Comparison of correct classification rate (CCR) [%] of each of MSM [12], the proposed 2D-PCA MSM, th...
(a) Correct classification rate (CCR) with respect to the change of the number of eigenvalues of 2D ...
Overall error (misclassification) rates and cross-validation error rates according to the approaches...
A comparison of published error rates between different SOMR methods used in recent studies with the...
Comparison with existing research in-terms of classification accuracy for MSRC-v2 image dataset.</p
<p>Classification rate of all base vectors using a PCA (top), a SVM (middle) and an ICA (bottom). Ba...
BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...
Comparison of accuracy and feature dimension under different methods based on mRMR.</p
BCI competition III dataset 4a classification accuracy (%) of dataset 2 with proposed method compare...
(a) Correct classification rate (CCR) at each iteration by applying the boosting method to similarit...
<p>Misclassification rates for Least Discriminant Analysis (LDA) models based on Principle Component...
<p>Classification accuracy is more sensitive to the number of meta-samples rather than to the regula...
<p>Comparison of the average precision rates, recall rates and F1 values for the different classific...
Averaged equal error rate (EER) [%] at each absolute speed difference between gallery and probe data...
EER and CCR of Mansur’s method [8], MSM-based method [11] and the B-2D-PCA-R MSM, for dataset 2.</p
Comparison of correct classification rate (CCR) [%] of each of MSM [12], the proposed 2D-PCA MSM, th...
(a) Correct classification rate (CCR) with respect to the change of the number of eigenvalues of 2D ...
Overall error (misclassification) rates and cross-validation error rates according to the approaches...
A comparison of published error rates between different SOMR methods used in recent studies with the...
Comparison with existing research in-terms of classification accuracy for MSRC-v2 image dataset.</p
<p>Classification rate of all base vectors using a PCA (top), a SVM (middle) and an ICA (bottom). Ba...
BCI competition IV dataset 1 classification accuracy (%) of dataset 1 with proposed method compared ...
Comparison of accuracy and feature dimension under different methods based on mRMR.</p
BCI competition III dataset 4a classification accuracy (%) of dataset 2 with proposed method compare...
(a) Correct classification rate (CCR) at each iteration by applying the boosting method to similarit...
<p>Misclassification rates for Least Discriminant Analysis (LDA) models based on Principle Component...
<p>Classification accuracy is more sensitive to the number of meta-samples rather than to the regula...
<p>Comparison of the average precision rates, recall rates and F1 values for the different classific...
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