Table 4.
The confusion matrix of the classification results corresponding to Table 3, where “P” represents a certain subtype (e.g., Basal-like) and “N” represents the remaining four subtypes (e.g., Her2, LumA, LumB, and Normal-like). The columns of the confusion matrix represent the reference (i.e., true) class labels, and the rows represent the prediction class labels.
Subtypes | Nb | rf | svmRadial | ||||||
---|---|---|---|---|---|---|---|---|---|
Basal-like | Pred\Ref | P | N | Pred\Ref | P | N | Pred\Ref | P | N |
P | 74 | 15 | P | 73 | 3 | P | 74 | 10 | |
N | 2 | 342 | N | 3 | 354 | N | 2 | 347 | |
| |||||||||
Her2 | Pred\Ref | P | N | Pred\Ref | P | N | Pred\Ref | P | N |
P | 29 | 46 | P | 25 | 16 | P | 28 | 19 | |
N | 3 | 355 | N | 7 | 385 | N | 4 | 382 | |
| |||||||||
LumA | Pred\Ref | P | N | Pred\Ref | P | N | Pred\Ref | P | N |
P | 204 | 38 | P | 195 | 24 | P | 204 | 32 | |
N | 21 | 170 | N | 30 | 184 | N | 21 | 176 | |
| |||||||||
LumB | Pred\Ref | P | N | Pred\Ref | P | N | Pred\Ref | P | N |
P | 69 | 57 | P | 67 | 25 | P | 45 | 16 | |
N | 13 | 294 | N | 15 | 326 | N | 37 | 335 | |
| |||||||||
Normal-like | Pred\Ref | P | N | Pred\Ref | P | N | Pred\Ref | P | N |
P | 356 | 3 | P | 397 | 4 | P | 411 | 8 | |
N | 62 | 13 | N | 21 | 12 | N | 7 | 8 |