Table 2 Classifier Performance Results.
From: Radiomics Features Differentiate Between Normal and Tumoral High-Fdg Uptake
Training Set | Test Set Results (Correctly Classified/Manually Segmented) | ||||||
|---|---|---|---|---|---|---|---|
Total | Brain | Heart | Left Kidney | Right Kidney | Bladder | Tumor | |
HOD NT | 284/285 (99.64%) | 68/68 (100%) | 30/30 (100%) | 63/63 (100%) | 56/56 (100%) | 67/68 (98.5%) | — |
HOD NT + T | 298/332 (89.8%) | 68/68 (100%) | 23/30 (76.6%) | 48/63 (76.2%) | 52/56 (92.9%) | 67/68 (98.5%) | 40/47 (85.1%) |
EWS NT | 142/142 (100%) | 33/33 (100%) | 18/18 (100%) | 28/28 (100%) | 30/30 (100%) | 33/33 (100%) | — |
EWS NT + T | 152/167 (91.0%) | 33/33 (100%) | 15/18 (83.3%) | 27/28 (96.4%) | 26/30 (86.6%) | 30/33 (96.9%) | 21/25 (84.0%) |
