Sentence examples for accuracy importance from inspiring English sources

This accuracy importance measure (increase of MSEOOB) was computed for each tree and averaged over the forest (1000 trees).

The Mean Decrease Gini and Mean Decrease Accuracy importance gave almost identical results.

The importance of each variable is calculated with the 'permutation accuracy importance' measure (Breiman, 2001).

The candidate facts and goals were then rated by convenience samples of patients (n = 17) and a multidisciplinary group of providers (n = 27) to evaluate accuracy, importance and completeness [ 25, 26].

For classification and variable selection tasks, the random forest algorithm provides a 'permutation accuracy importance' measure (RFI) for each variable in the model, dedicated to rule out any variables which might not contribute to the task and to identify only the important variables.

That acknowledged, it's of historical-accuracy importance to tell you, we'd all been listening to the first Paul Butterfield Blues Band album on a semi-religious basis for at least six months before we even saw the cover of the wonderful Mayall -- Clapton "Beano" album.

Furthermore, detection of mutant protein defects using simulations is an important indication of the accuracy and importance of MD, so this is a verification of simulation technology.

And in the end, it is not accuracy but importance that truly matters.

Jack Fuller, an author and former president of the Tribune Publishing Company, was struck by "the radical democratization of judgments about accuracy and importance" that Mr. Tullman detailed, while the lawyer-author Scott Turow was not quite so sure people would surrender as much privacy once they realized what they were doing.

The prediction accuracy, variable importance, and spatial pattern of each model result are evaluated and compared, followed by the model sensitivity analysis.

The performance of the five models was evaluated and compared from three aspects: prediction accuracy, variable importance, and spatial pattern of ignition susceptibility.