Sentence examples for machine learning calculations from inspiring English sources

All machine learning calculations were carried out using the WEKA package (version 3.6).

Furthermore, for the accuracy of the descriptor is not important for the machine learning calculations.

Henceforth, the disconnected practices can be specifically utilized by numerous prominent machine learning calculations.

Data mining and machine-learning calculations are performed using MATLAB MATrix LABoratoryy).

Desired material synthesis and design can be directly predicted on the basis of first principle calculations and machine learning.

And it does so with the use of iOS technologies including Core Image, camera Depth Map to detect the sponges, Core ML and machine learning to perform blood loss calculations.

Fortunately, such protocols do not affect the performance of the machine learning correction models because the systematic errors can be easily removed, which is also one of the most important advantages in combining machine learning methods with quantum chemical calculations.

Starting with a dataset generated from density functional theory calculations, we used machine learning to construct surrogate models for the bandgaps and dielectric constants of all physically meaningful 4-block polymers (that is, polymer systems with a 4-block repeat unit).

This NCI correction is based on DFT calculations and a machine learning correction expressed as Eq. 1: E_{nci}^{DFT - GRNN} = E_{nci}^{DFT} + E_{nci}^{Corr} (1) (E_{nci}^{DFT - GRNN}) is the NCI after machine learning correction, (E_{nci}^{DFT}) is the NCI calculated by the DFT methods and (E_{nci}^{Corr}) is the correction that is improved by the machine learning method.

Then the paper summarizes the main aircraft vibration response environment prediction methods and indicates their advantages, disadvantages and applicability scopes, including extrapolation of similar structure, theory analysis and analytical solution of differential dynamical equation, statistical parameter modeling, simulation calculation modeling and machine learning.

With this approach, the correction is obtained by machine learning methods on the basis of the DFT calculations.