SpVar - Phonetic Tests
I. Introduction
SpVarNorm is used to find spVars from a corpus by normalizing lexical information. The other chracteristic of spVars is having same pronunciation. Serveral Phonetics algorithms are tests for this task.
II. Processes
III. Results
Step | Methods | Edit Distance | Sample No. | ret-rel | ret-irrel | notRet-rel | notRet-irrel | Precision | Recall | F1 | Accuracy | Notes |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | GoldStd | N/A | 867,728 | 379,269 | 0 | 0 | 488,459 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 min. |
1 | Norm | N/A | 867,728 | 305,309 | 3,495 | 73,960 | 484,964 | 0.9887 | 0.8050 | 0.8874 | 0.9107 | 1 min. |
2 | M2ES | 2 | 867,728 | 364,396 | 64,622 | 14,873 | 423,837 | 0.8494 | 0.9608 | 0.9017 | 0.9084 | 2 hr. |
2 | M3ES | 2 | 867,728 | 364,870 | 64,371 | 14,399 | 424,088 | 0.8500 | 0.9620 | 0.9026 | 0.9092 | 2 hr. |
2 | C2ES | 2 | 867,728 | 366,788 | 96,116 | 12,481 | 392,343 | 0.7924 | 0.9671 | 0.8711 | 0.8748 | 2 hr. |
2 | M2CES | 2 | 867,728 | 363,609 | 57,259 | 15,660 | 431,200 | 0.8640 | 0.9587 | 0.9089 | 0.9160 | 2 hr. |
2 | M3CES | 2 | 867,728 | 363,593 | 56,953 | 15,676 | 431,506 | 0.8646 | 0.9587 | 0.9092 | 0.9163 | 2 hr. |
Step | Methods | Edit Distance | Sample No. | ret-rel | ret-irrel | notRet-rel | notRet-irrel | Precision | Recall | F1 | Accuracy | Notes |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | GoldStd | N/A | 867,728 | 379,269 | 0 | 0 | 488,459 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1 min. |
1 | Norm | N/A | 867,728 | 305,309 | 3,495 | 73,960 | 484,964 | 0.9887 | 0.8050 | 0.8874 | 0.9107 | 1 min. |
2 | M2ES | 2 | 867,728 | 363,956 | 62,979 | 15,313 | 425,480 | 0.8525 | 0.9596 | 0.9029 | 0.9098 | 113 min. |
2 | M3ES | 2 | 867,728 | 364,447 | 62,726 | 14,822 | 425,733 | 0.8532 | 0.9609 | 0.9038 | 0.9106 | 114 min. |
2 | C2ES | 2 | 867,728 | 366,574 | 94,654 | 12,695 | 393,805 | 0.7948 | 0.9665 | 0.8723 | 0.8763 | 133 min. |
2 | M2CES | 2 | 867,728 | 363,222 | 55,618 | 16,047 | 432,841 | 0.8672 | 0.9577 | 0.9102 | 0.9174 | 96 min. |
2 | M3CES | 2 | 867,728 | 363,203 | 55,310 | 16,066 | 433,149 | 0.8678 | 0.9567 | 0.9105 | 0.9177 | 97 min. |