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Consequently our study aim was modified, to one investigating features of the local population which might influence the ultimate predictions while preserving the Gail-based modelling approach.
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We also show that the triplet-SVM classifier tools [ 11] combining with some classifiers (either one-class or two-class) using our suggested features is a reasonable way to reduce the false positive prediction while preserving high sensitivity.
The block size is randomly assigned to minimize correct prediction of assignments while preserving approximate balance between groups.
Thus it will be beneficial to have an effective algorithm that can simultaneously extract decision rules and select critical features for good interpretation while preserving the prediction performance.
Compared with the LVEF ≤30% alone, the combination of SAF or LVEF ≤30% more than doubled the sensitivity of all-cause mortality prediction while practically preserving the positive predictive value.
The purpose of the current work was to suggest and apply a methodology able to reduce the variable space while preserving (even increasing) the model prediction capabilities, thus reducing the redundancy and correlation between variables.
Clearly, a higher reduction rate in Level 1 leads to screening out more non-contact residues while preserving observed contacts among contact pair candidates for prediction and Cd is increased accordingly.
In this article, we have described the semi-supervised training set expansion methods prediction propagation (PP) and kernel initialization (KI) that alleviate the overfitting problem of local modeling while preserving its modeling flexibility.
ASPCE reduces the overall computational cost while preserving accuracy.
Bitcoin removes those obstacles while preserving the anonymity of cash.
Powerful strategies for improving spatiotemporal accuracy while preserving computational efficiency.
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