Sentence examples for data in the testing from inspiring English sources

Two signature performance measures were computed in each experiment: (i) time dependent Receiver-Operator Characteristic Area Under the Curve (ROC-AUC) and (ii) the hazard ratio (HR) of the predicted risk scores relative to the survival data in the testing set.

Prediction accuracy of the markers was estimated by Pearson's correlation between the GEBVs and the phenotypic data in the testing population.

Based on the probabilities learnt from the training set, the Viterbi decoding algorithm is then used to predict the hidden states for the observed sequence data in the testing set.

More precisely, once the nonadditive set functions are estimated from the training set (chosen of length 120 out of the available 130), they are used to generate AHD values for the data in the testing set.

The 13th-most commonly selected features provide the sensor location that produces the discernible information for a large portion of the data in the test set.

By gathering complete radio fingerprint data in the test area, we make a grid map with reference cell identifiers and signal strengths.

A set of Ashteck Promark2 DGPS receivers (fixed and rover) was used to collect weed position data in the test plots.

where S is the number of B-scan data in the test dataset, md(s) the maximum value of DTS in true detection region; mf(s) the maximum value of DTS in false alarm region.

As discussed in the section on overfitting, this motivates splitting the data into two random samples, training and test, and using the regions from the training sample to compute the definitive ROC curve based on data in the test sample.

The data in the training set was used to the train the random forest algorithm and the DP model, whereas data in the test set was used for predictions.

The data in the test were presented and described in such a way as to minimize the demands for a specialized subject and technical knowledge in any specific area of biology.