5-minute-pre-shock data contain 1000 R-R intervals while 10-second-pre-shock data contain 1600 R-R intervals. Each test was averaged over one hundred random cross-validation trials.</p
<p>Best and worst performance are selected based on MCC.</p>1<p>.</p>2<p>.</p>3<p>.</p>4<p>.</p
<p>The sensitivity, specificity and accuracy of each of three classifiers (Linear SVM, RBF SVM, NN) ...
<p>Red, blue, and green curve denotes 5-fold cross-validation prediction performance of Bi-profile B...
<p>The experiment was conducted 10 times using 10-fold cross-validation performed on the training se...
<p>A) Spatio-temporal decoding: Multivariate support vector regression (SVR) was used to regress <i>...
<p>The horizontal axis scales the preictal analysis window in minutes, and the vertical axis shows l...
<p>Prediction performance of PredSAV classifiers in comparison with six other prediction tools on th...
<p>Results for different classification conditions (from left to right: only EEG, only EMG, combinat...
<p>Prediction performance of 10-fold cross-validation based on different encoding methods.</p
<div><p>(A) Sequence effect on false-positive (thick line) and false-negative (thin line) error rate...
(a) and (b) show the box plot of the five-class classification accuracy with RF and SVM, respectivel...
The plot shows the predictive performances for the different methods when normalized data were class...
Implantable-cardioverter defibrillators (ICD) detect and terminate life-threatening ventricular tach...
<p>The middle column indicates the mean of the accuracy scores for the 10 fold cross validation expe...
Implantable-cardioverter defibrillators (ICD) detect and terminate life-threatening ventricular tach...
<p>Best and worst performance are selected based on MCC.</p>1<p>.</p>2<p>.</p>3<p>.</p>4<p>.</p
<p>The sensitivity, specificity and accuracy of each of three classifiers (Linear SVM, RBF SVM, NN) ...
<p>Red, blue, and green curve denotes 5-fold cross-validation prediction performance of Bi-profile B...
<p>The experiment was conducted 10 times using 10-fold cross-validation performed on the training se...
<p>A) Spatio-temporal decoding: Multivariate support vector regression (SVR) was used to regress <i>...
<p>The horizontal axis scales the preictal analysis window in minutes, and the vertical axis shows l...
<p>Prediction performance of PredSAV classifiers in comparison with six other prediction tools on th...
<p>Results for different classification conditions (from left to right: only EEG, only EMG, combinat...
<p>Prediction performance of 10-fold cross-validation based on different encoding methods.</p
<div><p>(A) Sequence effect on false-positive (thick line) and false-negative (thin line) error rate...
(a) and (b) show the box plot of the five-class classification accuracy with RF and SVM, respectivel...
The plot shows the predictive performances for the different methods when normalized data were class...
Implantable-cardioverter defibrillators (ICD) detect and terminate life-threatening ventricular tach...
<p>The middle column indicates the mean of the accuracy scores for the 10 fold cross validation expe...
Implantable-cardioverter defibrillators (ICD) detect and terminate life-threatening ventricular tach...
<p>Best and worst performance are selected based on MCC.</p>1<p>.</p>2<p>.</p>3<p>.</p>4<p>.</p
<p>The sensitivity, specificity and accuracy of each of three classifiers (Linear SVM, RBF SVM, NN) ...
<p>Red, blue, and green curve denotes 5-fold cross-validation prediction performance of Bi-profile B...
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