Table 4

Accuracy, as measured by NRMSE, across five E-MAPs.

Approach

Pombe

Kinase

Chromosome

ESP

RNA


Filling with zeros

1.01

1.00

1.01

1.00

1.00

uKNN (K = 5)

0.78

0.90

0.79

0.83

0.83

BPCA(K = 300)

0.74

0.89

0.85

0.80

0.82

wNN (K = 50)

0.71

0.85

0.75

0.79

0.78

LLS (K = 20)

0.68

0.85

0.73

0.76

0.77


Results of further experiments, comparing all approaches on five E-MAPs. Accuracy scores are given in terms of normalized root mean squared error (NRMSE).

Ryan et al. BMC Bioinformatics 2010 11:197   doi:10.1186/1471-2105-11-197

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