However, PCA-fused data produced the highest accuracy of 98.8%.
Associated algorithm-specific parameters and the highest accuracy of each method are presented in Table 2.
The highest accuracy of 83.5% is obtained when using segment size of 100 words.
The proposed TDCAF achieves the highest accuracy of 73.4% in the situation of DSLR → Webcam.
The highest accuracy of 84.8% has been achieved through the ensemble of the best CNN configuration.
In our experiments, the highest accuracy of determining the short-term health status was obtained as 96%.
From the results in Figure 3 and Table 1, we can see that DKLLE achieves the highest accuracy of 84.06% at 40 reduced dimension, outperforming the other methods.
Podzoluvisols and Alisols were among the weakly predicted groups (< 48% prediction confidence), whereas Podzols and Luvisols had the highest accuracy of prediction (> 70%).
For discriminating patients with ET from patients with PD, or for discriminating patients with ET from patients with all other disease states, ROC analyses indicated that PSBR had the highest accuracy of 86 87% (Tables 2 and 3).
Model constructed with C4.5 for prediction of coronary artery disease with 25 features with predictor (presence and absence of coronary artery disease) reaches highest accuracy, of 97.6 as compared to other predictive models.
Only the highest accuracy of each algorithm on each training set is presented, flagged by the setting in which it was obtained (see Table 7 for the meaning of the flags).
