Exact(7)
On the other hand, two classifiers are said to be diverse if their decisions are different when classifying the same new instance, that is, if the individual classifiers do not always agree.
'Resubstitution' estimates of classification success can be computed by classifying the same cases used to create the classifier, but the estimates are biased and often highly overly optimistic.
The classification accuracy of the phantom movement during the pre-BMI task was 65.6±9.4% (mean±95% confidence interval, n=10), which was significantly greater than the accuracies for classifying the same signals with randomly relabelled movement types (50.9±4.3%, P=0.0012, Bonferroni-corrected, t(18)=2.79, two-tailed Student's t-test, n=10; Fig. 2d).
The "agreement chart" displays the information of two observers independently classifying the same n items into the same k categories, and can be used if one considers one of the "observers" as the diagnostic test and the other as the known outcome.
That is, it minimizes the cases when tools randomly agree by classifying the same instances simultaneously as smelly or as non-smelly.
Using MC-UPGMA with parameters optimal for classifying chemosensory genes in the C. elegans data set only, we observe a drop in performance when classifying the same genes in the context of the larger, five-species data set (Figure 4).
Similar(52)
"So it's still classified the same.
By asking lots of different people to classify the same image, researchers found that the average score was just as good as the classification given by professional astronomers.
Why wouldn't CIW want to be classified the same as it labor brethren?
Regardless of this overlap, not all variables were classified the same (see Additional file 1).
Seven independent general radiologists unaffiliated with the ICVAS Groupp 2) classified the same 10 cases (total, 70 scores) before and after the ICVAS system was explained.
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