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In all the datasets, class 2 represents a more malignant sample group than class 1.
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The Dataset class represents a collection of data that is available for access or download in one or more formats.
Table 2 Dataset description Number Dataset Class Samples Enrollment Test per class per class per class 1 CASIA-I 50 7 4 3 2 CASIA-V4-Interval 50 7 to 10 5 2 to 5 3 JLUBR-IRIS 50 45025020.
Table 4 Classification performance using painting style combination test dataset Class pair Precision Expressionism/impressionism 0.95 Expressionism/post-impressionism 0.91 Expressionism/surrealism 0.93 Impressionism/post-impressionism 0.85 Impressionism/surrealism 0.93 Post-impressionism/surrealism 0.93.
Table 1 Number of compounds belonging to each class of the BCRP/P-gp multi-class dataset Class Number of compounds Inhibitors of P-gp Inhibitors of BCRP Description 0 27 No No Non-inhibitors 1 48 Yes No P-gp-selective inhibitors 2 39 No Yes BCRP-selective inhibitors 3 47 yes Yes Dual inhibitors.
The OpenTox Dataset (ot:Dataset class) can be thought of as a file of chemical compounds, along with their properties, which is identified (and referred to) by a unique web address, instead of a filename, and can be read and written remotely.
PROC MIXED data = dataset; CLASS Session Temp Sol Vessel; MODEL response = Temp|Sol|Vessel; RANDOM session; RUN SASS computed the ANOVA table displaying the p-values for the main effects (temperature, solution and vessel type) and their interactions.
For each of the three dataset classes, the best model was run on the hold-out test dataset (similarly divided by variant class into ALL, DM and DFP categories).
All the fourteen datasets showed class imbalance--there were more samples in case group than in control group.
Non-redundant datasets of class I and II aaRS crystal structures were prepared with total of 57 and 39 structures respectively.
When using a heterogeneous auxiliary dataset, the class labels may not match in real-world scenarios.
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