Table 3 Outcomes.
From: Impact of medical technologies may be predicted using constructed graph bibliometrics
Post-publication years | Label year | Total | True positives | True negatives | False positives | False negatives | Balanced accuracy | Receiver operator characteristic |
|---|---|---|---|---|---|---|---|---|
0 | 5 | 516,072 | 252,452 | 240,696 | 17,149 | 5775 | 0.955564 | 0.991447 |
1 | 5 | 516,072 | 254,183 | 245,824 | 12,021 | 4044 | 0.968859 | 0.995998 |
2 | 5 | 516,072 | 255,667 | 249,337 | 8508 | 2560 | 0.978545 | 0.997989 |
3 | 5 | 516,072 | 256,540 | 252,953 | 4892 | 1687 | 0.987247 | 0.99173 |
4 | 5 | 516,072 | 257,257 | 255,434 | 2411 | 970 | 0.993447 | 0.999731 |
5 | 5 | 516,072 | 258,227 | 257,840 | 5 | 0 | 0.99999 | 1.0 |
1 | 1 | 617,046 | 302,923 | 297,771 | 10,808 | 5544 | 0.973501 | 0.997095 |
2 | 2 | 594,279 | 293,639 | 291,028 | 6308 | 3304 | 0.983829 | 0.998922 |
3 | 3 | 569,569 | 282,885 | 281,004 | 3921 | 1759 | 0.990029 | 0.999659 |
4 | 4 | 543,605 | 270,620 | 270,425 | 1580 | 980 | 0.995292 | 0.999899 |
