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Table 3 Synthetic study: Area under the curve for detecting branching genes

From: BGP: identifying gene-specific branching dynamics from single-cell data with a branching Gaussian process

Noise

MFA

BEAM

BGP

   

No prior

prior

0.001

0.30

1.00

1.00

1.00

0.01

0.65

1.00

1.00

1.00

0.03

0.77

0.96

0.98

0.99

0.08

0.82

0.93

0.86

0.92

0.1

0.77

0.82

0.81

0.96

0.2

0.77

0.74

0.86

0.84

  1. BEAM branch expression analysis modelling, BGP branching Gaussian process, MFA mixture of factor analysers
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Genome Biology

ISSN: 1474-760X

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