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. 2022 Jul 14;10(7):1313. doi: 10.3390/healthcare10071313

Table 5.

Performance metrics for the convolutional neural network against each feature-selection technique.

Feature Selector Statistics Precision Recall F1-Score Accuracy
iNCA Minimum 98.536 98.534 98.535 98.534
Maximum 99.078 99.077 99.077 99.077
Average 98.810 98.806 98.808 98.806
iChi2 Minimum 98.915 98.914 98.914 98.914
Maximum 99.133 99.132 99.132 99.131
Average 99.026 99.023 99.024 99.023
iMRMR Minimum 98.489 98.154 98.322 98.154
Maximum 98.914 98.914 98.914 98.914
Average 98.535 98.534 98.534 98.534

iNCA: iterative neighborhood component analysis; iChi2: iterative chi-square; iMRMR: iterative maximum relevance–minimum redundancy.