Research Article
A Breast Cancer Prediction Model Based on a Panel from Circulating Exosomal miRNAs
Table 2
Model diagnostic performance based on Lasso algorithm.
| | Diagnostic value | Training set | Test set | | Lasso | SVM | GBDT | Random Forest | Lasso | SVM | GBDT | Random Forest |
| | AUC | 1.000 | 1.000 | 1.000 | 1.000 | 0.979 | 0.936 | 0.971 | 0.979 | | Accuracy | 0.972 | 0.986 | 1.000 | 1.000 | 0.958 | 0.833 | 0.875 | 0.917 | | Sensitivity (%) | 0.933 | 0.967 | 1.000 | 1.000 | 0.900 | 0.700 | 0.900 | 0.900 | | Specificity (%) | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.929 | 0.857 | 0.929 |
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