Sentence examples for contributions to the classification from inspiring English sources

Finally, the positive and negative substructural contributions to the classification of 6-fluoroquinolones, as P-gp substrates, were identified; evidencing the possibilities of the present approach in the lead generation and optimization processes.

We calculated the weight of each feature using the linear SVM to examine their contributions to the classification.

Based on this theory, GSVM-RU extracted the samples from the majority class according to their contributions to the classification in sampling process.

Specifically, the former list sorts features according to their contributions to the classification (i.e., only considering the criterion of max-relevance), while the latter list sorts features by considering both the max-relevance and min-redundancy criteria.

As some features might be partially or fully redundant (e.g. histone modifications) and some may add no or little predictive value, we modified our approach and used a LASSO regularized multinomial logistic regression model [ 25, 26] to assess features systematically and obtain their rank contributions to the classification of enhancers.

However, the hateful terms provided no contribution to the classification of this type of hate speech.

The 'Classification result' column shows the final probability of classification when λ = 0.2 and λ = 0.6 (high-level algorithms gets a higher contribution to the classification).

In a filters approach method, a measure is used to quantify the correlation of each feature to the class (malicious or benign) and estimate its expected contribution to the classification task.

The iterative optimization process effectively removed many genes that made no or negative contribution to the classification performance.

This paper is intended as a contribution to the classification of these diverse measures of network structure.

We found that the contribution to the classification varied among the observed chemical features.