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In this paper, we work on the attribute selection approach of wrapper and propose an improved Naive Bayes algorithm by carrying a random search through the whole space of attributes.
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Many approaches are proposed to improve Naive Bayes, among which the attribute selection approach has demonstrated remarkable performance.
The plane-sweep method and the search ordering are used as optimization techniques for improving the naive approaches.
Both CD4+ and CD8+ splenocytes from aged, tamoxifen-treated Cre/+ R26Foxn1ER mice contained a significantly higher proportion of CD3+CD62L+CD44lo (CD62L is also known as SELL) naive T cells (Budd et al., 1987) than controls (Fig. 5A,B), demonstrating improved export of naive T cells from the thymus.
Low had a point to a degree º– the spontaneous cheer at the last as Azinger's ball found the bunker didn't sound great – but expecting a home crowd to not react as the chances of their man improved was a little naive.
Thus, we can conclude that our model has an improved forecast applicability compared to a naive approach (Hyndman and Koehler 2006).
For LTQ-CID datasets, Basophile-NIST consistently improved the +3 peptide identification over Naive models (P < 0.01).
Ofatumumab significantly improved all clinical outcomes in biological-naive, active RA patients with no detectable immunogenicity at week 24.
Alternatively, the homing process could potentially be improved with use of stimulated rather than naive BMSC.
In drug-naive patients, once-weekly taspoglutide improved glycemic control, reduced body weight, and was generally well tolerated.
We propose a novel similarity-based approach which improves the well-known naive bayes method by introducing a new Tree Augmented Naive (TAN) Bayes probabilistic model.
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