Case Study No. | Age | Sex | Tumor Type | Tumor Position |
---|---|---|---|---|
Subject 1 | 90 | Female | BCC (Basal Cell Carcinoma) | Left side of nose along sidewall |
Subject 2 | 97 | Female | SCC (Squamous Cell Carcinoma) | Left cheek center |
Subject 3 | 81 | Male | SCC (Squamous Cell Carcinoma) | Right Temple of head |
Subject 4 | 93 | Female | SCC (Squamous Cell Carcinoma) | Left cheek |
Subject 5 | 87 | Female | BCC (Basal Cell Carcinoma) | Left cheek under the eye |
Subject 6 | 93 | Female | BCC (Basal Cell Carcinoma) | Left mid neck |
Subject 7 | 87 | Male | BCC (Basal Cell Carcinoma) | Right cheek |
Subject 8 | 92 | Male | SCC (Squamous Cell Carcinoma) | Forearm |
Subject 9 | 66 | Female | BCC (Basal Cell Carcinoma) | Upper left cheek |
Subject 10 | 65 | Male | BCC (Basal Cell Carcinoma) | Left nasal wing |
Sensitivity % | Specificity % | Accuracy % | Resubstitution % | Cross Validation Error % | ||
---|---|---|---|---|---|---|
NB Gaussian | 7.14 | 50 | 31.25 | 68.75 | 54.17 | |
NB Kernel | 12.5 | 12.5 | 12.5 | 87.5 | 87.5 | |
NB Gaussian | 38.46 | 73.68 | 59.38 | 40.63 | 31.2 | |
NB Kernel | 44.44 | 73.91 | 65.63 | 34.38 | 33.3 | |
SVM | 20 | 58.82 | 40.63 | 59.38 | 53.12 | |
NB Gaussian | 66.67 | 90 | 81.25 | 18.75 | 16.67 | |
NB Kernel | 70 | 86.36 | 81.25 | 18.75 | 13.12 | |
SVM | 50 | 80 | 68.75 | 31.25 | 18.75 |