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By using the full feature set, the ML estimation yielded an average EER of 9.1% for the left arm samples.
By using the full feature set, the systems exhibit overall higher performance compared to using only features from the arm in motion.
After the first step of the classification using the full feature set, the high confidence recognition result will lead to an end of the recognition process.
For our first prediction task of using the Twitter social layer features to predict links on the spatial Foursquare layer, we achieve an AUC score of 0.68 when using (aa_{textit{sim}}) and (overlap) features alone as compared to (mathrm{AUC}=0.8) when using the full feature set including interactions.
For example, by removing SNPs that had more than 1 discrepancy when using the full feature set (6.04% of all SNPs), the overall proportion of SNPs with 4 or fewer discrepancies (5% false positive) when typed with 2 strands 1 and position increased by 3.15% to 96.7%.
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"Staying under the radar is very hard to do while using the full features of the Web," he said.
We always recommend using the "Full Screen" feature to view photographs on Lens.
More precisely, for each dataset, we ran a linear SVR using the full set of features, computed the feature coefficients, ranked the features in decreasing order of their absolute value and then selected the same number of features as were previously selected by Stable LASSO.
The complete protein sequences (translated from mRNA) were aligned using ClustalW2 packaging in BioEdit 7.2.0, using the full multiple alignment feature.
The complete protein sequences were aligned using ClustalW packaging in BioEdit 7.0, using the full multiple alignment feature (Additional file 1, 2 Fig. S1)[ 64].
Experimental results showed that a reduced number of features can achieve classification accuracy superior than that using the full set of features.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com