Sentence examples for validation on the same from inspiring English sources

The accelerometer technique does not permit a concurrent validation on the same material.

Most articles develop their model using IPD from all available studies and perform only an internal validation (on the same set of data).

All learning algorithms were performed for ten iterations of 10-fold cross validation on the same training data set and test data set in each run, and the results were averaged.

Moreover, in wrapper method, the repeated application of cross validation on the same data set might result in finding a feature subset that performs well on the validation data alone.

A major finding from our review is that, despite the availability of multiple studies, most researchers develop their model by using the IPD from all available studies, and so then perform an internal validation (on the same set of data) rather than an external validation (on different data).

This paper presents a brief summary of the main components of the model (meteorology, vulnerability and actuarial) and then focuses on the statistical validation of the same.

The prediction performance for metastasis with our classifying modules was evaluated, which was significantly better than the counterpart gene-list classifiers using leave-one-out cross-validation on the same patient cohort.

Having examined the classification accuracies by cross-validation on the same datasets from which the classifiers were derived, the accuracies were then re-assessed by externally validating on independent datasets with identical phenotypic class labels.

Alternatively, another peak-selection biomarker discovery method induced by nonnegative principal component analysis (NPCA) attained 98.21% (sensitivity: 95.83% specificity: 100%) under a SVM classifier with the leave-one-out cross validation (LOOCV) on the same data set [ 14].

Internal validation relied on the same dataset used to develop the models while external validation utilised independent data collected within four validation landscapes in the same ecological region.

We performed a validation study on the same three cases that were used for proteome profiling, plus additional cases of endometrial cancer, and tissue microarray of endometrial cancer specimens.