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In fact, all comparison algorithms expect SVM achieves same or high level performance than the previous PSO-SVM approach.
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For now however, the priority appears to be participation rather than high-level performance.
Computer simulations conducted on synthetic and real-world host-based intrusion detection data indicate that the proposed system can achieve a significantly higher level of performance than when parameters of a single best HMM are estimated, at each learning stage, using reference batch and incremental learning techniques.
The results of computer simulations conducted on both synthetic and real-world host-based intrusion detection data indicate that the IBC of responses from multiple HMMs can achieve a significantly higher level of performance than the Boolean conjunction and disjunction combinations, especially when training data are limited and imbalanced.
A close examination of the content of the two descriptors reveals that no. 4 actually describes a higher level of performance than no.
Also, given the convenience sample design of this study, physicians who enrolled patients in the study may have had a greater interest in ultrasound and a higher level of performance than other colleagues who did not enroll patients.
Moreover, all pigs had a higher level of performance than we have ever seen in rats, even after more that 400 training trials [ 18].
In the meantime, it has become commonplace for research groups to define new classifiers with a potentially higher level of performance than existing classifiers [ 13- 21].
However, some users, such as online gamers and others who need to transfer large video or data files quickly, will require a higher level of performance than will the average user.
Higher graduation rates, lower dropout rates and better college-level performance than their test-assessed peers.
People who thought they would enjoy the task and solved the 'valuable' puzzles, achieved significantly higher levels of performance than their counterparts.
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CEO of Professional Science Editing for Scientists @ prosciediting.com