Contingency dining table comparing the brand new standard (rows) facing focus on 2 of Feature Bagging classifier having we = a hundred (columns)
Dark-grey cells focus on this new distress within qualitative and you may feel groups; medium-grey tissue highlight new overgeneration regarding polysemous adjectives; light-grey cells highlight the alternative situation, that’s, brand new age group from monosemous adjectives which ought to have been tagged just like the polysemous.
The next significant way to obtain problems is the overgeneration away from polysemous adjectives (look for average-gray shady muscle): you’ll find 26 adjectives tagged because the monosemous by experts and assigned a beneficial polysemous classification of the program. To compare, the opposite instance (we.age., marking polysemous adjectives while the monosemous) makes up 13 errors only (pick light-gray shaded tissue). I next check the 2 head type of mistakes in more detail.
5.5.1 Determining between Qualitative and Experiences Adjectives
Derivational types from the qualitative (Q) and you can event-associated (E) classes. This new pubs show the new groups, in addition to colors the fresh new derivational products, since revealed on the legend.
Derivational versions throughout the qualitative (Q) and you may event-relevant (E) categories. The new bars depict the newest kinds, and also the color new derivational systems, because found on legend.
Actually, the course shipping varies with the suffix (pick Table thirteen): Specific designs, such as for instance -or while the participle, inform you a definite predominance of your own experience category (find dark-grey shady structure); other forms, for example -ble, -iu, or -nt, much more spread within distribution (select light-gray shady tissue).