Sentence examples for rf model from inspiring English sources

Because the model input data were extremely unbalanced between ignition and nonignition samples, we also introduced a cost-sensitivity analysis into the RF model (RF-cost sensitive) in addition to the standard RF model (RF-original).

Afterwards a RF model had been designed to test the structure technology feasibilities.

The RF model of the Schottky diode is constructed based on the measured S-parameters.

The results indicated better performance from the RF model compared with the DT and ANN models.

Finally, the RF model is applied in different scenarios to demonstrate its characteristics.

The results show that the RF model achieved a lower mean square error.

It is suggested that using the index I and RF model can accurately classify rockburst grade.

We propose a trans-dimensional RF model and develop a training algorithm using joint stochastic approximation and trans-dimensional mixture sampling.

The RF model using physical attributes is significantly better with MAE of 0.198 and 0.179 eV/atom for each test, which again illustrates the importance of physical features for conventional machine learning models.

The RF model without physical features achieves an MAE of 0.323 eV/atom on the Ti-O holdout test, and a MAE of 0.405 eV/atom on the Na-Fe-Mn-O holdout test.

This large-signal rf model includes the required passive components to fit the device dc and rf characteristics.