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Table 3 Prediction rates: A - test set, B - CGH against self-reference (all CNAs), C - normal tissue (all CNVs).

From: A classification model for distinguishing copy number variants from cancer-related alterations

  CBS smoothed GLAD CBS unsmoothed
  A B C A B C A B C
CART-full model 0.86 0.79 0.90 0.83 0.91 0.78 0.80 0.66 0.92
RF - full model 0.87 0.82 0.95 0.86 0.91 0.87 0.84 0.77 0.92
CART- database only 0.85 0.88 0.81 0.83 0.89 0.80 0.72 0.34 0.99
RF - no database 0.85 0.79 0.94 0.86 0.89 0.85 0.82 0.74 0.95
RF - one array 0.85 0.81 0.97 0.84 0.91 0.89 0.83 0.75 0.96