 |
 |
 |
 |
 |
 |
 |
| |
 |
|
Visits since 05/11/2005:
384217 
|
| |
| KEEL-dataset - data set description |
This section describes main characteristics of the zoo data set and its attributes:
General information
| Zoo data set | |||
|---|---|---|---|
| Type | Classification | Origin | Laboratory |
| Features | 16 | (Real / Integer / Nominal) | (0 / 0 / 16) |
| Instances | 101 | Classes | 7 |
| Missing values? | No | ||
Attribute description
| Attribute | Domain | Attribute | Domain |
|---|---|---|---|
| Hair | {0,1} | Backbone | {0,1} |
| Feathers | {0,1} | Breathes | {0,1} |
| Eggs | {0,1} | Venomous | {0,1} |
| Milk | {0,1} | Fins | {0,1} |
| Airborne | {0,1} | Legs | {0,2,4,5,6,8} |
| Aquatic | {0,1} | Tail | {0,1} |
| Predator | {0,1} | Domestic | {0,1} |
| Toothed | {0,1} | Catsize | {0,1} |
| Type | {1,2,3,4,5,6,7} |
Additional information
A simple database where the task is to classify animals in seven predefined classes and most of the attributes are boolean-valued.
Classes (set of animals):
1: aardvark, antelope, bear, boar, buffalo, calf, cavy, cheetah, deer, dolphin, elephant, fruitbat, giraffe, girl, goat, gorilla, hamster, hare, leopard, lion, lynx, mink, mole, mongoose, opossum, oryx, platypus, polecat, pony, porpoise, puma, pussycat, raccoon, reindeer, seal, sealion, squirrel, vampire, vole, wallaby, wolf
2: chicken, crow, dove, duck, flamingo, gull, hawk, kiwi, lark, ostrich, parakeet, penguin, pheasant, rhea, skimmer, skua, sparrow, swan, vulture, wren.
3: pitviper, seasnake, slowworm, tortoise, tuatara.
4: bass, carp, catfish, chub, dogfish, haddock, herring, pike, piranha, seahorse, sole, stingray, tuna.
5: frog, frog, newt, toad.
6: flea, gnat, honeybee, housefly, ladybird, moth, termite, wasp.
7: clam, crab, crayfish, lobster, octopus, scorpion, seawasp, slug, starfish, worm.
In this section you can download some files related to the zoo data set:
- The complete data set already formatted in KEEL format can be downloaded from
here
. - A copy of the data set already partitioned by means of a 10-folds cross validation procedure can be downloaded from here.
- A copy of the data set already partitioned by means of a 5-folds cross validation procedure can be downloaded from here.
- The header file associated to this data set can be downloaded from here
. - This is not a native data set from the KEEL project. It has been obtained from the UCI Machine Learning Repository . The original page where the data set can be found is: http://archive.ics.uci.edu/ml/datasets/Zoo.
|
Copyright 2004-2018,
KEEL (Knowledge Extraction based on Evolutionary Learning)
About the Webmaster Team |
|