Sentence examples for cross validation identified from inspiring English sources

SAM combined with patient leave-one-out cross validation identified 12 significantly (q-value ≤ 0.05) differentially expressed genes (10 up-regulated and 2 down-regulated in stromal cells of MDS-RARS patients), of which 3 were ncRNAs (up-regulated in MDS-RARS patients) (Table 5).

The result of cross-validation identified 40 pathways with high precision (at least 20% at the 50% recall rate) in at least one organism (see Figure 6, and Additional file 14, Supplemental Table 9 for the full set of predictions).

Identified systematic reviews were used for cross validation of identified studies.

Specifically, before cross validation, we identified 789 minimal sets of variables (MBs) that rendered all others non-significant predictors of non-remitting PTSD.

Cross validation of identified biomarkers with GWAS database will be valuable, to utilize the measurable threshold of our biomarkers for diagnosis.

LASSO and its generalization, LARS-EN, use cross validation to identify the best size of subgroups obtained by these greedy algorithms.

In our case, we set λ2 to 1,000 because of the large number of motifs (features) and implemented cross validation to identify the best size of the optimal subset.

To confirm each supervised comparison, we used 10-fold cross validation to identify the set of genes/miRs/proteins that minimized the average mean-squared error on each testing set.

10-fold cross validation was used, identified by Kohavi [ 35] as the most efficient form of evaluation for selecting models.

Cross-validation with identified KOGs was performed by inspection of the retrieved hits in order to identify homologues of the corresponding KOGs.

Using a leave-one-out cross-validation, we identified the 50 most-predictive transcripts associated with behavior.