Sentence examples for model training phase from inspiring English sources

In the model training phase, statistical models are created for each person using the extracted features.

The first session (session 0) contains 25 samples per user for each movement and was used only for the model training phase.

In LOOCV a single observation is left out of the model training phase.

The settings S2 and S3 are more compatible with the real application use cases, where only part of the drug or target information is available during the model training phase (these settings correspond to multilabel learning problems where one aims to predict, e.g. one label per drug for the new target).

Although the obtained results of CART model in training phase are considerable, it is not in testing phase.

In the presented modeling, the training phase terminates if the stopping criterion defined as MSE is met.

There have been two different directions in SSL methods: 1) semi-supervised model induction approaches, which are the traditional methods and which incorporate domain knowledge from unlabeled data into the classification model during the training phase [14, 15], and 2) supervised model induction with unsupervised, possibly semi-supervised, feature learning.

The goal of cross validation is to define a dataset to test the model in the training phase, in order to limit overfitting and give an insight on how the model will generalize to an independent dataset.

for the system model in the training phase.

BL1 and LV4 also mentioned that it is difficult to distinguish among buttons while BL3 commented that a touch model requires a training phase especially for first-time VI users.

The proposed neural network design, based on a three-layers architecture, helps to reduce the number of parameters of the model after the training phase without any significant loss of estimation accuracy.