Deep Neural Networks for Czech Multi-label Document Classification
Table 2: F-measure of FDNN with different numbers of words in the dictionary
['[BOLD] Word number', '1,000', '2,000', '5,000', '10,000', '15,000', '20,000', '25,000', '30,000']
The third experiment studies the influence of the dictionary size on the performance of the FDNN. This table shows that the previously chosen 20,000 words is a reasonable choice and further increasing the number does not bring any significant improvement.