Yeast
About
Predicting the Cellular Localization Sites of Proteins
Predicted Attribute: Localization site of protein. ( non-numeric ).
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.
Subject Area
Biology
Instances
1,484
Features
8
Data Types
Multivariate
Tasks
Classification
Feature Types
Continuous
Features
| Name | Role | Type | Units | Missing Values | Description |
|---|---|---|---|---|---|
| Sequence_Name | Id | Categorical | - | No | |
| mcg | Feature | Continuous | - | No | |
| gvh | Feature | Continuous | - | No | |
| alm | Feature | Continuous | - | No | |
| mit | Feature | Continuous | - | No | |
| erl | Feature | Continuous | - | No | |
| pox | Feature | Continuous | - | No | |
| vac | Feature | Continuous | - | No | |
| nuc | Feature | Continuous | - | No | |
| localization_site | Target | Categorical | - | No |
Introductory Paper
–