Avionics Graphics Hardware Performance Prediction with Machine Learning

Table 2

Parameters for the machine learning algorithms used.

Algorithm	Parameter nature	Optimal range
Artificial neural network	Number of hidden layers	1
	Number of nodes in the hidden layer	[5; 15]
MART	Number of weak learners	[500; 1000]
Random forest	Number of bootstrapped trees	[50; 150]