Sentence examples for validation statistics from inspiring English sources

Models were developed using genetic function approximation technique and were extensively validated employing different validation statistics.

Validation statistics include leave-one-out cross-validated R2 (q2), internal prediction parameter by progressive scrambling (Q∗2), external prediction with test set.

Regarding the calibration, results show that all obtained parameters are statistically significant both in expected sign and validation statistics.

Output validation statistics, supporting information.

The validation statistics are averaged over the rounds.

The model that gave the best validation statistics was then chosen as the final model.

Validation statistics of Savitzky Golay support vector regression outperformed all other VisNIR models tested with an RPD of 3.1.

Three additional training sets were drawn at random, only one of which gave acceptable internal cross-validation statistics.

The results show that PARM can build models with favorable cross-validation statistics (Rcv2 values 0.7 0.9) and give helpful SAR insight.

Incorporation of landscape level greenness variables improved significantly both the explanatory power and cross-validation statistics of the models including only local greenness variables.

Each of these preliminary QSAR models generated was judged by both a conventional and 10 fold cross-validation statistics computed for choosing the best set of top ranked features for building the best linear QSAR model.