<p>The percent correctly classified as a measure how easy a model can be learned. As comparison between PCA and t-SNE, the respectively difference between these two columns is expressive. All models are better than random.</p
<p>Allele and genotype frequency is followed by percent values in parenthesis.</p>*<p>Indicates stat...
<p>Figures in brackets are the number of loci that were predicted monomorphic (fixed for alternate a...
<p>For the simulated datasets developed from 3-SNP models, the average fraction of the total number ...
a<p>: individual number was adapted from <a href="http://www.plosone.org/article/info:doi/10.1371/jo...
<p>For the simulated datasets developed from 3-SNP models, average fraction over all 100 datasets of...
<p>For the simulated datasets developed from 2-SNP models, average fraction over all 100 datasets of...
<p>Percentage of correct predictions for the breast cancer genotype data using single-task, multi-ta...
<p>A classification model was built from a pool of all S+/S++/S+++ target responses, and used to cla...
Machine learning results of the top 100, 80, 60, 50, 40, 30, 20 significantly expressed genes, and r...
<p>Recognition rates, standard deviations (S.D.) and standard errors (S.E.) of the synthesized phone...
<p>Statistics in percentage (%) of mean and standard deviation of 100 results of 100 repetitions of ...
A. Balanced Accuracies for the population-level classifier using the generic STM representation as i...
The 95% confidence intervals of accuracy and MCC of the supervised learning models for the main data...
<p>For each approach, the classification rate for the model that was trained on all data (all) and t...
<p>Percentage of correct predictions for the breast cancer expression data using single-task, multi-...
<p>Allele and genotype frequency is followed by percent values in parenthesis.</p>*<p>Indicates stat...
<p>Figures in brackets are the number of loci that were predicted monomorphic (fixed for alternate a...
<p>For the simulated datasets developed from 3-SNP models, the average fraction of the total number ...
a<p>: individual number was adapted from <a href="http://www.plosone.org/article/info:doi/10.1371/jo...
<p>For the simulated datasets developed from 3-SNP models, average fraction over all 100 datasets of...
<p>For the simulated datasets developed from 2-SNP models, average fraction over all 100 datasets of...
<p>Percentage of correct predictions for the breast cancer genotype data using single-task, multi-ta...
<p>A classification model was built from a pool of all S+/S++/S+++ target responses, and used to cla...
Machine learning results of the top 100, 80, 60, 50, 40, 30, 20 significantly expressed genes, and r...
<p>Recognition rates, standard deviations (S.D.) and standard errors (S.E.) of the synthesized phone...
<p>Statistics in percentage (%) of mean and standard deviation of 100 results of 100 repetitions of ...
A. Balanced Accuracies for the population-level classifier using the generic STM representation as i...
The 95% confidence intervals of accuracy and MCC of the supervised learning models for the main data...
<p>For each approach, the classification rate for the model that was trained on all data (all) and t...
<p>Percentage of correct predictions for the breast cancer expression data using single-task, multi-...
<p>Allele and genotype frequency is followed by percent values in parenthesis.</p>*<p>Indicates stat...
<p>Figures in brackets are the number of loci that were predicted monomorphic (fixed for alternate a...
<p>For the simulated datasets developed from 3-SNP models, the average fraction of the total number ...
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