Exact(3)
In the case of the classification according to the taxonomic Order, the SMO model classified correctly the 30 out of the 34 strains reaching the impressive 88.2% of correct classification.
MDR is a special case of the classification and regression tree (CART) model (Bastone et al. 2004), where subjects can be classified into multiple groups (terminal nodes).
The validity of Framework sequences was further confirmed in the case of the classification of 95 Clostridium sp. up to species level, by in silico RE digestions especially - AluI, BfaI and DpnII.
Similar(57)
where Δ ≠ 0 ; on the contrary, if Δ = 0, we fall in other cases of the classification (if e 1 = e 2, we fall in Case 4, if e 2 = 1 or e 2 2 − e 2 − 4 e 1 − 2 = 0, we recover Case 3).
In case of RF the classification mode has a slight edge while for NNs and SVMs the regression mode wins.
However, in the case of autoimmunity, the classification is not related to the organism from which the epitope is derived, but rather from a broad classification of the associated autoimmune disease manifestation.
In this case, minimization of the classification error rate is a more suitable objective than minimization of the error of the parameter estimates.
Additional file 20 shows the both cases of the classifications of all of the mapped small RNA reads and only the reads that is identical to the genome sequences.
The simple identification process described above can be considered as a special case of the -nearest-neighbor classification approach with.
In the case of the protein classification scheme, functional similarity was determined for adjacent genes if both genes were assigned to one of the 140 protein classes.
As in the case of the LAD classification model, the results of the predictive model validate the function constructed on our support-set for approximating the severity scores of stroke patients.
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