Results of Proposed Rules - 2020
I. Results11 non-duplicated SD-Rules are proposed to be added to the SD-Rule for evaluation. The results from the optimal set are described as follows:
SD-Rule | Rank | Precision | Instances | Source | Decompose | Results |
---|---|---|---|---|---|---|
Good Rules | ||||||
ion$|noun|ory$|adj | 5 | 100.00% | 471 | ORG_D | Root-Parent | Good SD-Rule |
ability$|noun|ible$|adj | 10 | 100.00% | 127 | NOM_D | Root-Parent | Good SD-Rule |
sable$|adj|zability$|noun | 12 | 97.85% | 186 | NOM_D | Root-Parent | Good SD-Rule |
sability$|noun|zable$|adj | 13 | 92.49% | 253 | NOM_D | Root-Parent | Good SD-Rule |
sis$|noun|ze$|verb | 41 | 90.00% | 100 | NOM_D | Root-Parent | Good SD-Rule |
$|adj|s$|noun | 49 | 89.80% | 98 | ORG_D | Root-Parent | Good SD-Rule |
al$|noun|e$|verb | 92 | 90.00% | 100 | NOM_D | Root-Parent | Good SD-Rule |
Bad Rules | ||||||
$|verb|age$|noun | 100 | 61.29% | 93 | ORG_D | Root-Parent | Bad SD-Rule |
$|noun|ial$|adj | 106 | 50.00% | 18 | ORG_D | Root-Parent | Bad SD-Rule |
$|noun|oid$|noun | 104 | 47.62% | 42 | EXP_SUG | Root-Parent | Bad SD-Rule |
$|adj|oid$|adj | 110 | 47.62% | 42 | EXP_SUG | Root-Parent | Bad SD-Rule |
bility$|noun|ble$|adj
from ility$|noun|le$|adj
nce$|noun|nt$|adj
from ce$|noun|t$|adj
enesis$|noun|enic$|adj
from esis$|noun|ic$|adj
ic$|adj|is$|noun
from c$|adj|s$|noun
II. Further Observation on NOM_D
The top SD-Rules generated from NOM_D are added and evaluated (${SUFFIX_D}/data/${YEAR}/dataR/SdRulesFromSdPairs/nomD/sdRulesFromSdPairs.rpt.${YEAR}).
ID | SD-Rule | Rank | Notes |
---|---|---|---|
Added in 2015: Freq. > 200, Coverage > 1.00% , Accum. Coverage > 80.0% | |||
1 | $|adj|ness$|noun | 1 | Good |
2 | bility$|noun|ble$|adj | 2 | Good (ility$|noun|le$|adj) |
3 | se$|verb|zation$|noun | 3 | Good |
4 | sation$|noun|ze$|verb | 4 | Good |
5 | iness$|noun|y$|adj | 16 | Good |
6 | ation$|noun|e$|verb | 21 | Good |
7 | nce$|noun|nt$|adj | 25 | Good (ce$|noun|t$|adj) |
8 | e$|verb|ion$|noun | 26 | Good |
9 | cy$|noun|t$|adj | 27 | Good |
10 | $|verb|ment$|noun | 28 | Good |
11 | ication$|noun|y$|verb | 29 | Good |
12 | ed$|adj|ion$|noun | 30 | Good |
13 | $|adj|ity$|noun | 32 | Good |
14 | e$|adj|ity$|noun | 35 | Good |
15 | $|verb|ion$|noun | 49 | Good |
16 | $|verb|ing$|noun | 53 | Good |
17 | $|verb|ation$|noun | 61 | Good |
Added in 2016: Freq. > 100, coverage > 0.40% , Accum. Coverage > 83.36%) | |||
18 | e$|verb|is$|noun | 43 | Good |
19 | ation$|noun|ed$|adj | 50 | Good |
20 | e$|verb|ing$|noun | 60 | Good |
21 | $|adj|ism$|noun | 62 | Good |
22 | e$|adj|ion$|noun | 100 | Bad |
Added in 2017: Freq. > 70, Coverage > 0.30% , Accum. Coverage > 85.00%) | |||
23 | sation$|noun|zed$|adj | 7 | Good |
24 | sed$|adj|zation$|noun | 8 | Good |
25 | sity$|noun|us$|adj | 65 | Good (osity$|noun|ous$|adj) |
26 | e$|verb|tion$|noun | 63 | Good |
27 | ous$|adj|y$|noun | 116 | Bad (exit in 2013) |
Added in 2020: Freq. > 50, Coverage > 0.20% , Accum. Coverage > 87.41%) | |||
28 | ability$|noun|ible$|adj | 10 | Good |
29 | sable$|adj|zability$|noun | 12 | Good |
30 | sability$|noun|zable$|adj | 13 | Good |
31 | sis$|noun|ze$|verb | 41 | Good |
32 | al$|noun|e$|verb | 92 | Good |
The results shows 93.75% (30/32) are good SD-Rules, more SD-Rules from nomD should be added and evaluated in the future releases.
III. Further Observation on ORG_D
The top SD-Rules generated from ORG_D are added and evaluated (${SUFFIX_D}/data/${YEAR}/dataR/SdRulesFromSdPairs/orgFacts/sdRulesFromSdPairs.rpt.${YEAR}).
ID | SD-Rule | Rank | Notes | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Added in 2015: Freq. > 40, Coverage > 1.00% , Accum. Coverage > 11.50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
1 | $|noun|less$|adj | 17 | Good | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
2 | $|adj|ally$|adv | 23 | Good | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
3 | ist$|noun|y$|noun | 45 | Good | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
4 | $|verb|ion$|noun | 49 | Good, also in NOM_D | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
5 | c$|adj|s$|noun | 57 | Good (ic$|adj|is$|noun) | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
6 | $|noun|ful$|adj | 64 | Good | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Added in 2016: Freq. >= 35; Accu. coverage: > 16.00% Ind Coverage: > 0.80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
7 | sia$|noun|tic$|adj |
The results shows 68.42% (13/19) are good SD-Rules, more SD-Rules from orgD should be added in the future releases.
V. Future Work
Evaluated more SD-Rules from NOM_D and ORG_D down the list.