Effect of the Sampling of a Dataset in the Hyperparameter Optimization Phase over the Efficiency of a Machine Learning Algorithm

Figure 2

Accuracy, time, and spatial complexity of GB.

(a) Accuracy in -GB

(b) Time in -GB

(c) Spatial complexity in -GB

(d) Accuracy in -GB

(e) Time in -GB

(f) Spatial complexity in -GB

(g) Accuracy in -GB

(h) Time in -GB

(i) Spatial complexity in -GB

(j) Accuracy in -GB

(k) Time in -GB

(l) Spatial complexity in -GB

(m) Accuracy in -GB

(n) Time in -GB

(o) Spatial complexity in -GB