Sentence examples for of balanced training from inspiring English sources

OpenMP version of balanced training SVM-SGD (Par-MC-SGD).

Hybrid MPI/OpenMP version of balanced training SVM-SGD (mpi-Par-MC-SGD).

We have implemented two parallel versions of SVM-SGD: 1. OpenMP version of balanced training SVM-SGD (Par-MC-SGD)   2.

On a multi-core machine, OpenMP version of balanced training SVM-SGD (Par-MC-SGD) achieves a significant speed-up in training process with 15 OpenMP threads.

Putting this all together, the lack of balanced training data and a homogeneous workforce are certainly contributing factors towards the bias epidemic in today's machine learning and AI algorithms.

Hybrid MPI/OpenMP version of balanced training SVM-SGD (mpi-Par-MC-SGD)  Franc and Sonnenburg [44] have shown in their experiments that OCAS even in the early optimization steps shows often faster convergence than that seen so far in this domain prevailing approximative methods.

The feature importance of the balanced training data set, dataset2, is illustrated in Figure 2. Here, we still tried various combinations from the top-10 features.

Consider, for the sake of example, a balanced training set of 1000 human-mutated sites and 1000 human-conserved sites.

However, since the scope of our study is on health professional's education and their preparation, our data suggest that the focus on curative services is also due to lack of appropriate and balanced training and immersion of health providers in community care.

Beyond the challenges of estimating class imbalance, such techniques commonly generate diverse pools of classifiers by selecting balanced training data, limiting the potential diversity produced using the abundant non-target data.

Thanks to the diversity of our faculty, Duke Medical Physics is one of few programs that offers balanced training in four tracks covering every major area of medical physics: diagnostic imaging, medical health physics, nuclear medicine, and radiation therapy.