Contingency table evaluating the latest gold standard (rows) against focus on dos of your own Feature Bagging classifier that have we = 100 (columns)

Contingency table evaluating the latest gold standard (rows) against focus on dos of your own Feature Bagging classifier that have we = 100 (columns)

Dark-gray tissue focus on the new confusion involving the qualitative and you will feel groups; medium-gray cells stress the fresh new overgeneration regarding polysemous adjectives; light-gray muscle high light the exact opposite situation, which is, the fresh generation out-of monosemous adjectives which ought to were marked as the polysemous.

The next major supply of mistakes is the overgeneration away from polysemous adjectives (find average-gray shady structure): there are 26 adjectives marked due to the fact monosemous of the advantages and you will tasked a beneficial polysemous group from the program. Evaluate, the alternative instance (i.e., marking polysemous adjectives because the monosemous) makes up thirteen errors merely (come across white-gray shaded cells). We 2nd see the two head sorts of does loveandseek work problems in more detail.

5.5.1 Determining between Qualitative and you may Event Adjectives

Derivational systems on the qualitative (Q) and you may knowledge-relevant (E) categories. The latest bars show the fresh new groups, and also the color the new derivational models, because revealed in the legend.

Derivational versions about qualitative (Q) and you will experiences-associated (E) groups. The newest taverns depict the brand new categories, and color this new derivational models, once the shown from the legend.

Indeed, the course delivery may vary toward suffix (get a hold of Desk 13): Some versions, such as for instance -otherwise and also the participle, reveal a definite predominance of the event classification (get a hold of black-gray shaded tissue); other designs, instance -ble, -iu, or -nt, be bequeath inside their shipment (find white-gray shady tissues). For this reason, the new suffix appears to dictate the latest resulting readings, with many effective-for example suffixes strengthening an even more transparent relation to case (creador ‘creating’, exportador ‘exporting’, recomanat ‘recommended’), and lots of couch potato-for example otherwise stative suffixes getting more prone to creating an excellent stative meaning (contingent ‘contingent’, formidable ‘solid | terrific’, significatiu ‘significant’). The brand new aspectual category of the new deriving verb (Vendler 1957) together with takes on a role: For-instance, whilst the meaning of plentiful (‘abundant’) resembles that of the brand new verb abundar (‘abound’), it demonstrably provides an even more stative (property-like) definition than just many of the most other skills adjectives, due to the fact that new drawing verb was stative. Respectively, abundant was categorized because qualitative by Attribute Bagging algorithm. Which adaptation on morphology–semantics program is additionally mirrored regarding element worth withdrawals, given that would be found subsequently.

Backup desk quite regular deverbal suffixes (rows) and you can group (columns). Dark-gray structure high light suffixes one to mostly would event-relevant adjectives, and you may light-grey structure mean suffixes that have a bequeath class shipment.

Ability really worth delivery round the classes qualitative (Q), event-relevant (E), and you can relational (R) getting 9 picked have (see Point 5.dos into the definition of these features).

Ability really worth delivery around the categories qualitative (Q), event-relevant (E), and relational (R) getting 9 picked keeps (select Part 5.2 into the definition of these features).

The remaining keeps do not let you know differences between feel and you will qualitative adjectives, but rather characteristics out-of relational adjectives

And the functions that were already recognized, brand new shape suggests that relational adjectives are available more frequently in special NPs becoming preposition goes with (graphs Elizabeth and you will H). Thus, the average syntactic perspective having an excellent relational adjective is preposition + particular determiner + noun + relational adjective). These types of adjective plus appears a little with greater regularity with female direct nouns, which is because, from inside the Catalan, of several conceptual nouns (fisica ‘physics’, capacitat ‘ability’) is actually female, to possess morphological explanations. These nouns usually are changed by relational adjectives to choose to own subtypes of your category of stuff denoted by nouns (McNally and you may Boleda 2004).

Another difficulties throughout the distributional characterization of your own experience group try the fact it is also heterogeneous, considering the adaptation in the morphology–semantics software discussed earlier. That is traced from inside the Figure 4 by the proven fact that for almost all of features, the package of the enjoy category was larger than the container of almost every other one or two groups, and thus there can be more adaptation into the skills classification than inside most other a couple of categories.

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