Kinome-wide interaction modelling using alignment-based and alignment-independent approaches for kinase description and linear and non-linear data analysis techniques

Table 2 Results of k-NN, SVM, and PLS modelling using subsets of full kinase-inhibitor dataset

Data analysis method:	k-NN		SVM		PLS
Size of the dataset:	P ²	P ² _kin	P ²	P ² _kin	P ²	P ² _kin
80%	0.65	0.64	0.73	0.70	0.67	0.65
60%	0.60	0.59	0.70	0.67	0.64	0.62
40%	0.52	0.51	0.65	0.62	0.58	0.56
20%	0.44	0.43	0. 56	0.53	0.49	0.47
10%	0.32	0.30	0.47	0.42	0.41	0.37

ISSN: 1471-2105