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Although both the RF and SVM methods showed comparable performance, RF achieved a better accuracy (0.81) compared with SVM (0.75) and slightly better AUC50 (0.327 for RF and 0.32 for SVM).
Both methods showed comparable and reliable results with regard to detection of benzimidazole resistance.
The performance of the proposed method was compared to traditional shake flask extraction method on the spiked real soil sample and extraction methods showed comparable efficiencies.
We found that the three methods showed comparable accuracy when the proportion of masked SNPs was low.
We found that the three methods showed comparable accuracy when the proportion of masked single-nucleotide polymorphisms (SNPs) was low.
Collectively, both methods showed comparable levels of tumor vascularity in WT and EC JAM-C-KO mice, suggesting that the delay on tumor growth in the EC JAM-C-KO mice was not due to reduced angiogenesis in these mice.
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All our local transfer learning methods show comparable performance with KMM method in all situations.
A comparison of the nitrification rates calculated from both analysis methods shows comparable results (Table 3); confirming the accuracy of the chemical data.
When the proportion of idiosyncratic responders is low (e.g., 5%), both 7-fold and double cross-validation methods show comparable results for the standard OPLSDA approach (Supporting Information Table S-4).
This method showed comparable scores on simulator exams vs oral exam controls at various levels of training.
In the studies estimating CT aeration from ten equally spaced slices of 5 to 10 mm thickness, the extrapolation method showed comparable performances in pigs [13], sheep [13], ponies [14] and humans [12].
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CEO of Professional Science Editing for Scientists @ prosciediting.com