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Next, using the evaluation dataset, we performed two different evaluations.
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Indeed, even though contents used in the evaluation dataset are identical to some of the contents of the training dataset, different conditions were used between the two sets.
Table 1 Numbers of positive and negative samples used for the evaluation Dataset name Positive samples Negative samples MUTAG 125 63 PTC-MM 129 207 PTC-FM 143 206 PTC-MR 152 192 PTC-FR 121 230 BBB 276 139 BIO 159 106 BZR15714949 COX2 148 155 DHFR 124 269 ER 181 265.
Finally, the remaining 19495447 gene pairs were used as the evaluation dataset.
The performances of these ELM-based methods are assessed using the evaluation criteria and the datasets included in the comprehensive IVS evaluation framework proposed by Galelli et al. (2014).
Table 2 summarizes the characteristics of the ontologies used in the evaluation datasets.
This experiment is conducted to find the capability of the CoLBP detector to detect faces using the same evaluation dataset in the previous section however examined with wide range of error tolerance instead of the strict method of evaluation.
The impairment-factor and quality-based models have been evaluated against the audiovisual subjective test dataset used for developing the model, the "training" dataset, as well as a subjective test dataset not used for training the model, the "evaluation" dataset.
In what follows we present the method used, the implementation of BEACON, the evaluation datasets, and the results obtained by applying BEACON to H. utahensis genome annotations generated by three different AMs.
The evaluation datasets we used are available on the project Web site.
Validation was carried out using an evaluation dataset of 100 protein-ligand complexes with known binding affinities.
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