Sentence examples for computation and classification from inspiring English sources

While most SVD-based applications report higher efficacy, in terms of computation and classification results, [9, 37] noted, however, that SVD can be less robust with increasing noise (low signal-to-noise ratio).

In colon cancer data used for marker computation and classification test data come from two different platforms.

The deep convolution network observed to be an impressive technique in context of cpu computation time and classification [4].

Experimental results show that SNPSVM is superior to the other current algorithms based on structural information of data in both computation time and classification accuracy.

All experiments show that our proposed method is rigidly superior to the state-of-the-art algorithms based on structural information of data in both computation time and classification accuracy.

We organize the different approaches published in the literature according to the techniques used for imaging, image preprocessing, parasite detection and cell segmentation, feature computation, and automatic cell classification.

The computation of correlation coefficient and classification procedures were implemented using the Matlab Technical Programming language (Matlab programs can be downloaded at. After initial gene selection, respectively 82 and 262 genes (| r| >0.4) were selected from the colon and prostate dataset for downstream analysis (Table 1 and Table 2).

In addition, adjusting the penalty factor does not change the computation requirement of model training and classification.

Overall, the study has developed novel methodologies in numerical representation for improved nucleotide to numeric mapping, spectral analysis for effective period-3 spectral value computation, and thresholding for more accurate classification of unknown exon and intron sequences of fixed and arbitrary length.

The proposed approach consists of three major phases: superpixel classification, local variance computation, and statistical determination.

Section 3 introduces the proposed algorithm that consists of three major phases: superpixel classification, local variance computation, and statistical determination.