Weka - Data mining Tool W eka is a tool for big data and data mining. It is used to various classification, experiments, and analysis over large data sets. Installation Guide -weka You can download Weka from here and follow the normal installation procedure. After completion you will get following window, here you can begin your classification or experiment on different data sets with Weka.
Weka - Data Mining Tool
Description of Datasets
Description of Adult dataset:
Name: Adult
Number of
instances: 32561
Number of
attributes: 15
Description
about attributes:
·
Age: Type:
Numeric, Missing: 0, Distinct:73
·
Workclass: Type: Nominal, Missing: 0, Distinct:9
·
Fnlwgt: Type:
Numeric, Missing: 0, Distinct:21648
·
Education: Type:
Nominal, Missing: 0, Distinct:16
·
Education-num:
Type:
Numeric, Missing: 0, Distinct:16
·
Marital-status:
Type:
Nominal, Missing: 0, Distinct:7
·
Occupation: Type:
Nominal, Missing: 0, Distinct:15
·
Relationship:
Type:
Nominal, Missing: 0, Distinct:6
·
Race: Type:
Nominal, Missing: 0, Distinct:5
·
Sex: Type:
Nominal, Missing: 0, Distinct:2
·
Capital-gain:
Type:
Numeric, Missing: 0, Distinct:119
·
Capital-loss:
Type:
Numeric, Missing: 0, Distinct: 92
·
Hours-per-week: Type:
Numeric, Missing: 0, Distinct: 94
·
Native-country:
Type:
Nominal, Missing: 0, Distinct:42
·
Type: Type:
Nominal, Missing: 0, Distinct:2
Description of Iris dataset:
Name: Iris
Number of
instances: 150
Number of
attributes: 5
Description
about attributes:
·
Sepal_length:
Type:
Numeric, Missing: 0, Distinct:35
·
Sepal_width:
Type:
Numeric, Missing: 0, Distinct:23
·
Petal_length:
Type:
Numeric, Missing: 0, Distinct:43
·
Petal_width:
Type: Numeric, Missing: 0, Distinct: 22
·
Class: Type:
Nominal, Missing: 0, Distinct: 3
Description of Zoo dataset:
Name: Zoo
Number of
instances: 101
Number of
attributes: 18
Description
about attributes:
·
animal_name:
Type:
Nominal, Missing: 0, Distinct: 100
·
hair: Type:
Numeric, Missing: 0, Distinct: 2
·
feathers: Type:
Numeric, Missing: 0, Distinct: 2
·
eggs: Type:
Numeric, Missing: 0, Distinct: 2
·
milk: Type:
Numeric, Missing: 0, Distinct: 2
·
airborne: Type:
Numeric, Missing: 0, Distinct: 2
·
aquatic: Type: Numeric, Missing: 0, Distinct: 2
·
predator: Type:
Numeric, Missing: 0, Distinct: 2
·
toothed: Type:
Numeric, Missing: 0, Distinct: 2
·
backbone: Type:
Numeric, Missing: 0, Distinct: 2
·
breathes: Type:
Numeric, Missing: 0, Distinct: 2
·
venomous: Type:
Numeric, Missing: 0, Distinct: 2
·
fins: Type:
Numeric, Missing: 0, Distinct: 2
·
legs: Type:
Numeric, Missing: 0, Distinct: 6
·
tail: Type:
Numeric, Missing: 0, Distinct: 2
·
domestic: Type:
Numeric, Missing: 0, Distinct: 2
·
catsize: Type:
Numeric, Missing: 0, Distinct: 2
·
type: Type:
Numeric, Missing: 0, Distinct: 7
Comments
Post a Comment