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Backup desk researching the latest standard (rows) facing work with 2 of your own Feature Bagging classifier which have we = 100 (columns)

Backup desk researching the latest standard (rows) facing work with 2 of your own Feature Bagging classifier which have we = 100 (columns)

Dark-grey muscle focus on the frustration involving the qualitative and you can enjoy kinds; medium-grey tissue focus on the brand new overgeneration from polysemous adjectives; light-gray cells high light the contrary case, which is, this new age group off monosemous adjectives which ought to have been marked due to the fact polysemous.

Next biggest source of mistakes is the overgeneration of polysemous adjectives (get a hold of typical-grey shaded tissues): you can find 26 adjectives tagged as the monosemous of the masters and you will assigned an effective polysemous class of the system. Evaluate, the contrary instance (we.age., marking polysemous adjectives once the monosemous) makes up 13 errors only (pick light-gray shady muscle). I 2nd check the two main sort of errors much more detail.

5.5.step one Determining ranging from Qualitative and you may Experiences Adjectives

Derivational brands from the qualitative (Q) and enjoy-associated (E) kinds. The fresh new taverns portray the groups, as well as the colors the fresh new derivational designs, once the revealed in the legend.

Derivational systems about qualitative (Q) and you may knowledge-associated (E) classes. Brand new pubs depict the latest groups, and the color the brand new derivational types, as found regarding the legend.

Indeed, the class shipping may differ to the suffix (pick Table thirteen): Some brands, eg -otherwise and also the participle, inform you a clear predominance of one’s skills classification (select ebony-gray shaded tissues); other types, including -ble, -iu, otherwise -nt, are more pass on within their shipping (select light-grey shaded tissue). Therefore, the suffix generally seems to influence the new resulting indication, with effective-like suffixes strengthening a much more clear regards to the function (creador ‘creating’, exportador ‘exporting’, recomanat ‘recommended’), and many inactive-instance or stative suffixes getting more prone to carrying out an excellent stative definition (contingent ‘contingent’, formidable ‘formidable | terrific’, significatiu ‘significant’). The newest aspectual family of the latest deriving verb (Vendler 1957) along with plays a role: Such as, although the meaning of numerous (‘abundant’) is related to regarding the latest verb abundar (‘abound’), it certainly keeps an even more stative (property-like) definition than simply many of the most other event adjectives, because the fresh drawing verb is actually stative. Respectively, numerous was categorized because the qualitative by Characteristic Bagging formula. So it version on morphology–semantics user interface is additionally reflected regarding the ability value withdrawals, given that might be found subsequently.

Backup desk quite frequent deverbal suffixes (rows) and classification (columns). Dark-grey tissue focus on suffixes one primarily would experiences-associated adjectives, and light-gray tissue mean suffixes with a bequeath category shipping.

Ability worth delivery across the classes qualitative (Q), event-associated (E), and you may relational (R) for nine picked keeps (discover Part 5.2 on definition of these characteristics).

Function value shipments all over kinds qualitative (Q), event-relevant (E), and relational (R) to have 9 chosen enjoys (get a hold of Section 5.2 into the definition of these characteristics).

The remaining possess do not show differences when considering feel and you can qualitative adjectives, but instead services off relational adjectives

In addition to the qualities which were currently recognized, brand new contour shows that relational adjectives come more frequently inside specific NPs acting as preposition goes with (graphs E and you will H). For this reason, the average syntactic framework to own a great relational adjective is actually preposition + definite determiner + noun + oasis dating dating relational adjective). This type of adjective plus looks slightly with greater regularity having female direct nouns, which could be due to the fact that, in the Catalan, of many abstract nouns (fisica ‘physics’, capacitat ‘ability’) is women, for morphological explanations. Such nouns are often altered by the relational adjectives to pick to possess subtypes of one’s category of things denoted because of the nouns (McNally and you will Boleda 2004).

Some other challenge throughout the distributional characterization of one’s enjoy group is actually the truth that it is very heterogeneous, considering the type during the morphology–semantics interface discussed earlier. This is certainly tracked inside Shape 4 because of the simple fact that for almost all of your own features, the container of your experiences classification is actually bigger than the container of one’s other a couple of classes, meaning that discover a whole lot more variation inside experiences classification than just inside the most other several groups.

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