From: A Bayesian calibration model for combining different pre-processing methods in Affymetrix chips

DE | Non DE | FP (%) | TN (%) | TP (%) | FN (%) | sd | |
---|---|---|---|---|---|---|---|

Combined | 200 | 800 | 21 (2.6) | 779 (97.4) | 179 (89.5) | 21 (10.5) | 5.0 |

Method 1 (exp(λ) = 1, ϕ = 1)
| 200 | 800 | 61 (7.6) | 739 (92.4) | 139 (69.5) | 61 (30.5) | 5.5 |

Method 2 (exp(λ) = 0.5, ϕ = 0.5)
| 200 | 800 | 80 (10.0) | 720 (90.0) | 120 (60.0) | 80 (40.0) | 4.8 |

Method 3 (exp(λ) = 0.5, ϕ = 2)
| 200 | 800 | 26 (3.2) | 774 (96.8) | 174 (87.0) | 26 (13.0) | 4.1 |

Method 4 (exp(λ) = 2, ϕ = 0.5)
| 200 | 800 | 122 (15.2) | 678 (84.8) | 78 (49.0) | 122 (61.0) | 3.3 |

Method 5 (exp(λ) = 2, ϕ = 2)
| 200 | 800 | 45 (5.6) | 755 (94.4) | 155 (77.5) | 45 (22.5) | 5.8 |