Ensemble Fractional Sensitivity: A Quantitative Approach to Neuron Selection for Decoding Motor Tasks
Figure 6
The upper quartile and lower quartile prediction accuracies across 10 individual rank models are plotted as a function of the number of neurons. Using an ensemble of 10 trained models resulted in statistically significant higher (*,) decoding accuracies than if using a single model alone. Asterisks above the plots indicate that the data points for which the decoding accuracies are statistically different. This analysis was done on data obtained from Monkey A.
