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Table 1 Training the MAT background model using different sets of probes

From: Exon arrays provide accurate assessments of gene expression

Train/Test

Cerebellum

Heart

Liver

Train on background probes, test on background probes R2

   

   Cerebellum

 

0.64

0.67

   Heart

0.64

 

0.65

   Liver

0.66

0.64

 

Train on full probes, test on background probes R 2

   

   Cerebellum

 

0.61

0.63

   Heart

0.61

 

0.63

   Liver

0.64

0.63

 
  1. MAT background model parameters were estimated from background probes or full probes. After parameters were trained on a given tissue, the model is evaluated on separate tissues by the R2 statistic.