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Table 4 Evaluation of two-class model: C4.5 predictions on an independent set of genes of known CREB regulation status**

From: Ethanol sensitivity: a central role for CREB transcription regulation in the cerebellum

GENE SYMBOL

C4.5 PREDICTION

CONFIDENCE LEVEL

ACTUAL STATUS

Pcna

CREB-REGULATED

1

CREB-REGULATED

Pdyn

CREB-REGULATED

1

CREB-REGULATED

Penk1

CREB-REGULATED

1

CREB-REGULATED

Ptgs2

CREB-REGULATED

1

CREB-REGULATED

Pck1

NOT-CREB-REGULATED*

0.8

CREB-REGULATED

Ppargc1a

CREB-REGULATED

1

CREB-REGULATED

Muc5b

CREB-REGULATED

1

CREB-REGULATED

Rb1

CREB-REGULATED

1

CREB-REGULATED

Sst

NOT-CREB-REGULATED*

0.8

CREB-REGULATED

Aanat

CREB-REGULATED

1

CREB-REGULATED

Sod2

CREB-REGULATED

1

CREB-REGULATED

Sms

CREB-REGULATED

1

CREB-REGULATED

Tnp1

CREB-REGULATED

1

CREB-REGULATED

Th

NOT-CREB-REGULATED*

1

CREB-REGULATED

Vip

CREB-REGULATED

1

CREB-REGULATED

Slc18a2

CREB-REGULATED

1

CREB-REGULATED

Kif1b

CREB-REGULATED

1

NOT-CREB-REGULATED*

Tcf21

NOT-CREB-REGULATED*

1

NOT-CREB-REGULATED*

Wisp2

NOT-CREB-REGULATED*

1

NOT-CREB-REGULATED*

Ms4a4c

NOT-CREB-REGULATED*

1

NOT-CREB-REGULATED*

Lrat

NOT-CREB-REGULATED*

1

NOT-CREB-REGULATED*

  1. *"Potentially CREB-independent" genes as defined under the Methods section.
  2. **This follows training with a set of 46 genes of known status: twenty-three "CREB regulated" and twenty-three "Not CREB regulated" instances