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. We observed that the classification rate was decreasing. But even when the training set was reduced to 60% of its original size the classification rate decreasing only to 84%.

Table 5.1: Sensitivity to Training Set Redution (see figure 5.2 on page )

Number of elements in training set [%]	Classes Rate [%]
100	92.39
80	89.13
60	84.78

Figure 5.1: The training set was reduced to 80% and 60% of its original size.