Table 3 Performance of SVM and classification trees.
From: Reference-free inference of tumor phylogenies from single-cell sequencing data
Classifier | Class Distribution | Min | Median | Mean | Max | Standard deviation |
|---|---|---|---|---|---|---|
SVM | Uneven, all samples Even, subsampled | 0.003 0.003 | 0.005 0.02 | 0.006 0.02 | 0.01 0.03 | 0.002 0.008 |
CART | Uneven, all samples Even, subsampled | 0.004 0 | 0.005 0.016 | 0.008 0.02 | 0.016 0.04 | 0.002 0.013 |