Table 4

An overview of the published classification results in van ’t Veer et al. breast cancer data
Authors Cross Validation Train-Test Features
Samples Accuracy (%) Samples Accuracy (%)
[23] 65/78 83.3 17/19 89.5 70
[21] - 92.13 - 91.67 3
[61] 60/78 76.90 15/19 78.9 231
[61] - 76.20 15/19 78.9 231
[61] 62/78 81.40 17/19 89.5 44
[60] 88/97 90.7 - - 50
[62] 49/78 62.9 - - -
[63] - - 17/19 89.47 834
[38] 66/97 68.04 - - 8
mAP-KL (RF) - 75.93 13/19 68.42 6
mAP-KL (KNN) - 56.35 5/19 26.32 6
mAP-KL (SVM-linear) - 71.47 11/19 57.89 6

Sakellariou et al.

Sakellariou et al. BMC Bioinformatics 2012 13:270   doi:10.1186/1471-2105-13-270

Open Data