Ecoli
Donated on 9/1/1996
This data contains protein localization sites
Dataset Characteristics
Multivariate
Subject Area
Life
Associated Tasks
Classification
Attribute Type
Real
# Instances
336
# Attributes
8
Information
Additional Information
The references below describe a predecessor to this dataset and its development. They also give results (not cross-validated) for classification by a rule-based expert system with that version of the dataset. Reference: "Expert Sytem for Predicting Protein Localization Sites in Gram-Negative Bacteria", Kenta Nakai & Minoru Kanehisa, PROTEINS: Structure, Function, and Genetics 11:95-110, 1991. Reference: "A Knowledge Base for Predicting Protein Localization Sites in Eukaryotic Cells", Kenta Nakai & Minoru Kanehisa, Genomics 14:897-911, 1992.
Has Missing Values
Symbol: 0
Attribute Information
Additional Information
1. Sequence Name: Accession number for the SWISS-PROT database 2. mcg: McGeoch's method for signal sequence recognition. 3. gvh: von Heijne's method for signal sequence recognition. 4. lip: von Heijne's Signal Peptidase II consensus sequence score. Binary attribute. 5. chg: Presence of charge on N-terminus of predicted lipoproteins. Binary attribute. 6. aac: score of discriminant analysis of the amino acid content of outer membrane and periplasmic proteins. 7. alm1: score of the ALOM membrane spanning region prediction program. 8. alm2: score of ALOM program after excluding putative cleavable signal regions from the sequence.
Features
| Attribute Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| false | |||||
| false | |||||
| false | |||||
| false | |||||
| false | |||||
| false | |||||
| false | |||||
| false |
0 to 8 of 8
Papers Citing this Dataset
By P GaneshKumar, Siva A.P. 2016
Published in International Journal of Computer Science, Engineering and Applications.
By Dustin Tran, Minjae Kim, Finale Doshi-Velez. 2016
Published in ArXiv.
By Ying Shen, Lin Zhang. 2013
Published in ICIC.
By Joaquim Sá, João Gama, Raquel Sebastião, Luís Alexandre. 2009
Published in CAIP.
By Carlos Hernández-Espinosa, Joaquín Torres-Sospedra, Mercedes Fernández-Redondo. 2008
Published in ANNPR.
0 to 5 of 5
Nakai,Kenta. (1996). Ecoli. UCI Machine Learning Repository. https://doi.org/10.24432/C5388M.
@misc{misc_ecoli_39,
author = {Nakai,Kenta},
title = {{Ecoli}},
year = {1996},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5388M}
}Creators
Kenta Nakai
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.