Table 5

An overview of the published classification results in Alon et al. colon cancer data
Authors Cross Validation Train-Test Features
Samples Accuracy (%) Samples Accuracy (%)
[67] 57/62 91.94 - -
[67] 53/62 85.48 - -
[66] - - - 90.3 -
[64] - - - 94.1~ -
[68] - - - 80.6 -
[68] - - - 74.2 -
[68] - - - 72.6 -
[65] - - - 87.1 -
[65] - - - 87.1 -
[65] - - - 93.5 50
[65] - - - 91.9 1000
[69] 52/62 (MAVE-LD) 83.87 - - 50
[60] 56/62 90.3 - - 50
[63] 59/62 95.16 - - 135
mAP-KL (RF) - 96.00 26/32 81.25 20
mAP-KL (KNN) - 96.00 26/32 81.25 20
mAP-KL (SVM-linear) - 94.00 28/32 87.50 20

Sakellariou et al.

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

Open Data