Sentence examples for implementing forecasts from inspiring English sources

LibSVM applies the SVMs to the training dataset and stores the values of (y_{i} alpha_{i} forall i,b,) label names, support vectors and other information such as kernel parameters in the trained model file for implementing forecasts on the prediction dataset.

However, both selection inconsistency and the intractable computational cost pose critical difficulties when implementing forecasting tasks.

By its examination we observe that all the implemented forecasting methods can perform well or bad, depending on the individual case.

This analysis was carried out by implementing a forecast model that is derived from the simplified Gazetas and Dobry one.

In this study, a system based on machine learning algorithm is implemented to forecast the security of a standalone microgrid and based on the forecasting, schedule multiple backup diesel generators under the contingency of loss of a major generating unit.

A usage scenario for the Big Data forecasting concept is illustrated in Fig. 2. First, the data analyst implements a forecasting model using the Zeppelin software.

Field measurements are used to train and implement the forecasting model.

We implement the forecasting methods described in Tables 4, 5 and 6.

We implemented three forecasting methods: ARIMA, ARIMAX and transfer function models.

The analysis based on Lippiello et al. (2012), hereinafter referred to as the seismicity density analysis, can be implemented to forecast the size of the mainshock.

For each of the eight load zones and the system total, we implement two forecast evaluation settings, cross validation and sliding simulation.