CSV data reader

galactic-io-data-csv is a CSV data reader plugin for GALACTIC.

The file extension is .csv. The first line of each column contains the names of the characteristics. Each new line contains a new individual with its values. For example, an extraction of Fisher’s IRIS data:

"sepal length","sepal width","petal length","petal width","class"
5.1,3.5,1.4,0.2,Iris-setosa
4.9,3.0,1.4,0.2,Iris-setosa
4.7,3.2,1.3,0.2,Iris-setosa
4.6,3.1,1.5,0.2,Iris-setosa
5.0,3.6,1.4,0.2,Iris-setosa
7.0,3.2,4.7,1.4,Iris-versicolor
6.4,3.2,4.5,1.5,Iris-versicolor
6.9,3.1,4.9,1.5,Iris-versicolor
5.5,2.3,4.0,1.3,Iris-versicolor
6.5,2.8,4.6,1.5,Iris-versicolor
6.3,3.3,6.0,2.5,Iris-virginica
5.8,2.7,5.1,1.9,Iris-virginica
7.1,3.0,5.9,2.1,Iris-virginica
6.3,2.9,5.6,1.8,Iris-virginica
6.5,3.0,5.8,2.2,Iris-virginica

This reader uses the csv.DictReader class of the python core library.

GALACTIC [1] [2] stands for GAlois LAttices, Concept Theory, Implicational systems and Closures.

Learning

Indices and tables