Table 3:
Comparisons of the two models in terms of coverage of original messages
| Number of HL7 Messages | Markov Chain Model vs Music Box Model Coverage Of Original HL7 Messages | ||
|---|---|---|---|
| Markov Chain Model | Music Box Model | ||
| No. of messages identical to original HL7 messages (%) | No. of messages identical to original HL7 messages (%) | ||
| 100 | 281,630 (44.8) | 350,997 (55.9) | |
| 250 | 312,527 (49.8) | 388,518 (61.9) | |
| 500 | 356,187 (56.8) | 418,368 (66.7) | |
| 750 | 361,454 (57.6) | 431,500 (68.8) | |
| 1,000 | 396,876 (63.3) | 456,437 (72.8) | |
| 2,500 | 427,513 (68.2) | 502,382 (80.1) | |
| 5,000 | 453,976 (72.4) | 519,882 (82.9) | |
| 7,500 | 463,736 (73.9) | 527,091 (84.0) | |
| 10,000 | 470,447 (75.0) | 549,014 (87.5) | |
| 25,000 | 496,201 (79.1) | 570,735 (91.0) | |
| 50,000 | 506,989 (80.8) | 584,566 (93.2) | |
| 75,000 | 522,169 (83.2) | 590,466 (94.1) | |
| 100,000 | 530,474 (84.6) | 595,614 (94.9) | |
| 250,000 | 540,282 (86.1) | 606,252 (96.6) | |
| 500,000 | 553,554 (88.2) | 612,750 (97.7) | |
| 750,000 | 560,124 (89.3) | 615,214 (98.1) | |
| 1,000,000 | 566,515 (90.3) | 616,733 (98.3) | |