For Type 'B' apparatus similar to the one used in this study; the friction factor is found to be higher in samples that developed dense relative densities than those that developed loose one.
As shown on Figures 5B C, it is also remarkable that the signature also distinguishes well between samples that developed AD and OD.
Gómez Ravetti and Moscato's [3] signature still holds the best results when performing on the test set with NDC and samples that developed AD, with 92.3% of accuracy in average.
When performing on the test set with MCI samples that developed AD and MCI samples that did not, this signature improved Ray et al.'s [1] accuracy of 66.2% to 70.4% mainly due to an improvement of 6.5% in sensitivity, which reached 82%.
This modification is proposed only to help with the visualisation on Figure 5. Figures 5A C present the stacked values of of the differences of Z-Scores in the training, independent test set of samples with AD and NDC samples, and the independent test set with MCI samples that developed and did not develop AD, respectively.
It is interesting to notice that this signature, composed only of meta-features, distinguishes well between AD and NDC on both training (see Figure 5A) and test with AD and NDC samples (see Figure 5B) sets and also on the test set with MCI samples that developed and did not develop AD (see Figure 5C).
Tables 2, 3, 4 compare the average results of three signatures obtained in this work and the two signatures previously identified known ones by Gómez Ravetti and Moscato [3] and Ray et al. [1] when performing on the Training Set, Test Set with NDC and samples with AD (referred simply as Test Set), and Test Set with MCI samples that developed and did not develop AD (Test Set MCI), respectively.
Alternatively, students pursuing the creative writing emphasis can offer a writing sample that develops particular literary genres or forms.
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In addition, the lower Dc values of silicic to calcareous ooze samples may mean that faults that develop in Unit II are more unstable.
