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Exact(58)
It has since been adapted to evaluate the performance of classification tasks.
Experiments prove that good performance of classification is achieved based on the selected key genes.
To evaluate the performance of classification, sensitivity, specificity, and accuracy are calculated as follows.
There are several measures to evaluate the inter-annotator agreement and performance of classification models.
Ensemble learning is a method to improve the performance of classification and prediction algorithms.
At last, the original spectral information is combined with texture information to improve the performance of classification model.
Researchers have argued that c-statistic is often used inappropriately to measure the performance of classification systems [23].
Experiment results show that the proposed FIS tuned by the proposed intelligent optimiser can offer good performance of classification.
Furthermore, to enhance the difference between the target and noise measurements and pursue the better performance of classification, some attempts to reduce the noise are needed.
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When compared with CA-125, the most common ovarian cancer biomarker in the clinical practice, the screening system using MALDI-TOF MS biomaresultedsulted in improved performance of classifications both in the training set and in the blind test set.
The average truth value metric was used in order to compare the performance of the classification performed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com