Sentence examples for improvement of prediction performance from inspiring English sources

Notable improvement of prediction performance (i.e., retrieval of known ligands) was achieved when the automatically predicted ligand binding cavities were manually adjusted.

Then mRMR method and IFS are used to select a compact feature set (141 features) for the reduction of feature dimension and improvement of prediction performance.

The mRMR (Minimum-Redundancy-Maximum-Relevance) method and IFS (Incremental Feature Selection) were used to select a compact feature set (141 features) for the reduction of feature dimension and improvement of prediction performance.

The improvement of prediction performance using 'SC' only is remarkable, considering that the SVR model based on the predicted ASA only used 30 features, compared to the PSSM profile ('PB') which requires 300 features (Table 2).

To evaluate the improvement of prediction performance of DEG identification algorithms with DB pruning, we used the receiver operating characteristic (ROC), or simply ROC curve.

This procedure has already been applied to coreceptor usage prediction in HIV-1 [ 7], functional protein classification [ 8, 9], and HIV-1 drug resistance prediction [ 10] were it led to marked improvements of prediction performance.

At the nucleotide level, the least stringent assessment of prediction performance, GreenGenie2 shows an improvement of 2 3% over the GeneMark.hmm-ES 3.0 predictions (Table 3).

In terms of prediction performance, the prediction model constructed from the synthesized coefficients showed slight improvements over the conventional approach, particularly in BS.

13688_2016_85_MOESM1_ESM.pdf Full results of prediction performance.

Evaluation of prediction performance: We used the AUC ROC as our main measure of performance in prediction.

Then the improvement of the prediction performance of the new model can be evaluated by predicting those subsamples which are not used in the building of the tree.