promoter: promoter dataset

In DMRnet: Delete or Merge Regressors Algorithms for Linear and Logistic Model Selection and High-Dimensional Data

promoter dataset

Description

It consists of E. coli promoter gene sequences starting at position -50 (p-50) and ending at position +7 (p7). Each of these 57 Fields is filled by one of a, g, t, c. The task is to recognize promoters, which are genetic regions which initiate the first step in the expression of adjacent genes (transcription). There are 53 promoters and 53 non-promoter sequences.

Usage

data(promoter)

Format

A data frame with 106 observations on the following 58 variables.

y

One of 1/0, indicating the class (1 = promoter).

X1

Sequence; filled by one of a, g, t, c.

X2

Sequence; filled by one of a, g, t, c.

X3

Sequence; filled by one of a, g, t, c.

X4

Sequence; filled by one of a, g, t, c.

X5

Sequence; filled by one of a, g, t, c.

X6

Sequence; filled by one of a, g, t, c.

X7

Sequence; filled by one of a, g, t, c.

X8

Sequence; filled by one of a, g, t, c.

X9

Sequence; filled by one of a, g, t, c.

X10

Sequence; filled by one of a, g, t, c.

X11

Sequence; filled by one of a, g, t, c.

X12

Sequence; filled by one of a, g, t, c.

X13

Sequence; filled by one of a, g, t, c.

X14

Sequence; filled by one of a, g, t, c.

X15

Sequence; filled by one of a, g, t, c.

X16

Sequence; filled by one of a, g, t, c.

X17

Sequence; filled by one of a, g, t, c.

X18

Sequence; filled by one of a, g, t, c.

X19

Sequence; filled by one of a, g, t, c.

X20

Sequence; filled by one of a, g, t, c.

X21

Sequence; filled by one of a, g, t, c.

X22

Sequence; filled by one of a, g, t, c.

X23

Sequence; filled by one of a, g, t, c.

X24

Sequence; filled by one of a, g, t, c.

X25

Sequence; filled by one of a, g, t, c.

X26

Sequence; filled by one of a, g, t, c.

X27

Sequence; filled by one of a, g, t, c.

X28

Sequence; filled by one of a, g, t, c.

X29

Sequence; filled by one of a, g, t, c.

X30

Sequence; filled by one of a, g, t, c.

X31

Sequence; filled by one of a, g, t, c.

X32

Sequence; filled by one of a, g, t, c.

X33

Sequence; filled by one of a, g, t, c.

X34

Sequence; filled by one of a, g, t, c.

X35

Sequence; filled by one of a, g, t, c.

X36

Sequence; filled by one of a, g, t, c.

X37

Sequence; filled by one of a, g, t, c.

X38

Sequence; filled by one of a, g, t, c.

X39

Sequence; filled by one of a, g, t, c.

X40

Sequence; filled by one of a, g, t, c.

X41

Sequence; filled by one of a, g, t, c.

X42

Sequence; filled by one of a, g, t, c.

X43

Sequence; filled by one of a, g, t, c.

X44

Sequence; filled by one of a, g, t, c.

X45

Sequence; filled by one of a, g, t, c.

X46

Sequence; filled by one of a, g, t, c.

X47

Sequence; filled by one of a, g, t, c.

X48

Sequence; filled by one of a, g, t, c.

X49

Sequence; filled by one of a, g, t, c.

X50

Sequence; filled by one of a, g, t, c.

X51

Sequence; filled by one of a, g, t, c.

X52

Sequence; filled by one of a, g, t, c.

X53

Sequence; filled by one of a, g, t, c.

X54

Sequence; filled by one of a, g, t, c.

X55

Sequence; filled by one of a, g, t, c.

X56

Sequence; filled by one of a, g, t, c.

X57

Sequence; filled by one of a, g, t, c.

Source

UCI machine learning repository: promoter

References

Towell, G., Shavlik, J., Noordewier, M. Refinement of approximate domain theories by knowledge-based neural networks. In Proceedings of the eighth National conference on Artificial intelligence, pages 861-866. Boston, MA, 1990.

Examples

data(promoter)
summary(promoter)

DMRnet documentation built on Aug. 7, 2023, 5:11 p.m.