Geology Reference
In-Depth Information
Fig. 8.7 Methodology adopted to compare capabilities of Statistical Blockade and comparison
with ANNs and SVMs
Fig. 8.8 Histograms of different meteorological input space used for SVM modeling
The four input space with 566 data points
wind speed, humidity, minimum
temperature, and precipitation
ed using the Gamma Test [ 4 ] and which is
explained in the next section, along with the observed discharge values, were used
to train the SB with the SVM classi
identi
er [ 13 ] which works by means of a RBF kernel
(details are given earlier in this chapter). As an example, the classi
ed input space
obtained from the SB at a threshold value of 90 % is shown in Fig. 8.9 . The blue
 
Search WWH ::




Custom Search