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As can be seen, the bootstrap-corrected percentage of correct classifications is 92%.
The combination of PLS and ANN techniques allowed the discrimination between different brands of beer with 83% of correct classifications.
Our results show that the hybrid model outperforms the other systems, both in terms of the percentage of correct classifications and in terms of the profit generated by the lending decisions.
We propose a data mining-constraint satisfaction optimization problem (DM CSOP) where it is desired to maximize the number of correct classifications at a lowest possible information acquisition cost.
Accuracy: The percentage of correct classifications (values from 0 to 100).
In evaluating binary classification accuracy, a simple proportion of correct classifications is often inappropriate.
Accuracy rate: only measures the percentage of correct classifications attained by the algorithm.
The strict application of the colourant assignment criterium results on 100% of correct classifications for all validation samples.
A short description of what each of these metrics represents in our experimentation is listed below: Accuracy: The percentage of correct classifications (values from 0 to 100).
In particular, Table 3 shows the percentage of correct classifications for each test subject's data (combinations of MRIs and DaT scans).
Fig. 5 Mean percentage of correct classifications (panel a) and ship hits (panel b) for the control and CHEX conditions of Experiment 1. Errors bars represent 95% within-subject confident intervals calculated with Masson and Loftus's (2003) method.
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CEO of Professional Science Editing for Scientists @ prosciediting.com