Sentence examples for both training data and from inspiring English sources

When we regard both the training and test neighbours of given training data in a local region, we develop a new k-nearest-neighbour reweighting method, called training-test k-NN reweighting method, which uses both training data and test data.

According to Pan and Yang [87], a major assumption in many ML-algorithms is that both the training data and future (unknown) data must be in the same feature space and are required to have the same distribution.

The idea of SSL is to make use of both the training data and the data structure information embedded in the unlabeled data.

Both the training data and test data are not low-pass filtered and are then used to decode the EEG using the multiple linear regression model and particle filter model.

To evaluate the performance of models constructed using different platforms, a best classifier was developed independently for both the AFX and AGL training data and then used to predict the corresponding test set.

Candidate classifiers were evaluated by gene set enrichment analysis (GSEA) on both the original training data and a dedicated validation dataset.

We evaluate the impact of both different amount of training data and different data dimensionality (2D, 2.5D and 3D) on the final results.

The forecasting models developed here produced results with good accuracy, both in their fit to the training data, and more importantly, in their predictions of the validation data.

For 10-fold cross-validation, a model is fit using nine of the ten subsets (collectively referred to as training data), and then the model is applied to classify observations in both the training data and the tenth subset not used to fit the model (referred to as validation data).

The confusion matrix and common performance metrics for both the training data set and testing data set for the 15-marker panel is shown in Table 4.

Under both conditions, however, no data were used for both training and test data, and thus, the difference in the experimental setup for gestures and speech did not affect the results.