计算机辅助下自体荧光图像定量结果与口腔白斑病上皮异常增生等级的相关性

李晨曦, 王子瑞, 金恬昊, 周曾同, 唐国瑶, 施琳俊

Correlation between computer-assisted quantitative autofluorescence imaging results and the pathological grading of oral epithelial dysplasia in oral leukoplakia

LI Chenxi, WANG Zirui, JIN Tianhao, ZHOU Zengtong, TANG Guoyao, SHI Linjun

表2 四分类病理结果的准确度、精确度和F1分值

Tab 2 Accuracy， precision， and F1 scores of four-class classification of pathological results

Max imum depth of decision tree Index The proportion of the test set in all samples 0.10 0.15 0.20 0.25 0.30 0.35 0.40 0.45 0.50 3 Accuracy 0.528 0.537 0.611 0.556 0.519 0.512 0.546 0.565 0.553 Precision 0.302 0.344 0.512 0.395 0.385 0.394 0.476 0.352 0.346 F1 score 0.384 0.419 0.556 0.425 0.424 0.414 0.421 0.433 0.423 4 Accuracy 0.611 0.574 0.514 0.522 0.537 0.536 0.552 0.571 0.559 Precision 0.537 0.500 0.337 0.422 0.418 0.459 0.541 0.515 0.455 F1 score 0.569 0.533 0.407 0.454 0.427 0.438 0.465 0.489 0.455 5 Accuracy 0.528 0.537 0.542 0.544 0.556 0.528 0.483 0.528 0.525 Precision 0.414 0.386 0.340 0.443 0.454 0.550 0.468 0.525 0.465 F1 score 0.422 0.446 0.417 0.460 0.467 0.453 0.423 0.506 0.460