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We started with a broad pattern that correctly matched many thousands of malicious apps but, unfortunately, also matched many of your high quality apps".
One of the 3 clusters identified by RFLP was a false cluster because it showed a 1-band pattern that correctly matched 2 different spoligotypes.
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Therefore, in both situations, CART did not identify the simulated data patterns that were correctly identified by CHAMBER.
The parameters of the algorithm were determined heuristically to optimize its performance (Supplementary Fig. 2 for 3 example patterns that were correctly classified).
FN is the number of SVMs for the identification of a left-side gait pattern as right-side, and TN is the number of true left-side gait patterns that SVM correctly recognizes.
Our results mark a first step towards the definition of synopses of high-resolution dynamic contact networks, providing a compact representation of contact patterns that can correctly inform computational models designed to discover risk groups and evaluate containment policies.
In addition, accuracy, sensitivity, and specificity were used to evaluate the performance of the SVM classification, and they were defined as the following, respectively: (9) Accuracy = TP + TN TP + FP + TN + FN × 100%%, Sensitivity = TP TP + FN × 100%%, Specificity = TN TN + FP × 100%%, where TP denotes the number of true right-side gait patterns that SVM correctly identifies.
I've spotted several successful pennant patterns in the past year, including ones in crude oil and the Canadian dollar that correctly forecast further bearish action.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com