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We also include in Table 1 the correct classification ratio.
(a) Gaussian signal reconstruction error and (b) Correct classification ratio.
(a) Binary signal reconstruction error and (b) correct classification ratio.
Also, in order to improve the classification ratio, optimization techniques could be used.
In order to improve the system's classification ratio, the classifier is defined as a multi-objective problem, and evolutionary multi-objective optimization techniques are applied.
Specifically, the correct classification ratio for SW, SG and DG were 95.7, 54.2 and 63.6 %, respectively by applying the discriminant functions (Table 4).
Similar(48)
MAIT computes overall and class-related classification ratios to evaluate the SSF class-related information.
More impressively, it attains 100% classification ratios on the colorectal, prostate, and cirrhotic data.
In Figure 10, the correct classification ratios of the two models are represented by stars and triangles respectively.
Both compute true-positive/false-negative and true-negative/false-positive classification ratios for the null and alternate hypotheses; they simply use different methodological approaches to do so.
The analysis results show that the correct classification ratios increase with the increasing size of the training samples for both models, which is reasonable.
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