Sensitivity to learning set reduction

We reduced the training set to 80% and then to 60% and we observed what will happen to the classification rate.


Table 5.4: Sensitivity to Training Set Redution (see figure 5.2 on page [*])
training set reduction [%] Classes Rate [%]
0 93.75
20 93.75
40 79.16


Figure 5.7: The training set was reduced to 80% and 60% from its original size.
\includegraphics[width=80mm,height=70mm]{cars-reduction-knn.eps}



Kocurek 2007-12-17