. Author manuscript; available in PMC: 2015 Jun 1.

Published in final edited form as: J Biomed Inform. 2008 Mar 28;41(3):452–460. doi: 10.1016/j.jbi.2008.03.011

Table 1.

Training Time for Classification Tree Learning (seconds). Reproduced with permission from [20]. Copyright @ 2007 IEEE.

Data Points	Global Pruning 25%	10-fold Cross-validation Global Pruning 25%	10 Boosting Trials 10-fold Cross-validation Global Pruning 25%
1800	< 0.1	0.1	0.1
3600	0.1	0.2	2.5
7200	0.2	0.7	3.2
14400	0.5	2.0	11.0
28800	1.1	6.0	53.5