DeepLearning4j Classification using WEKA Java Code

This code classify Iris dataset using DeepLearning4j algorithm using weka in java.

Requirements:

===========

Download all jar files for execute the following java code

Jar files for DeepLearning4j Link -->  https://drive.google.com/drive/folders/1AoHscb4L5ooDtCRZWjg5TakitjuPWKD6?usp=sharing

Datasets

========

IrisTrainingDataset.arff --> https://alljavacodeiknow.blogspot.com/2021/08/iris-training-dataset.html

IrisTestingDataset.arff --> https://alljavacodeiknow.blogspot.com/2021/08/iris-testing-dataset.html

Source Code:

============

Output:

=======

Before execute the java code, add all jar files in your project Libraries

Iris Testing Dataset

 @RELATION IrisTestingDataset

@ATTRIBUTE sepallength REAL

@ATTRIBUTE sepalwidth REAL

@ATTRIBUTE petallength REAL

@ATTRIBUTE petalwidth REAL

@ATTRIBUTE class {Iris-setosa, Iris-versicolor, Iris-virginica}

@DATA

5.1,3.5,1.4,0.2,?

7.0,3.2,4.7,1.4,?

6.5,3.0,5.5,1.8,?

4.9,3.0,1.4,0.2,?

7.0,3.2,4.7,1.4,?

6.3,3.3,6.0,2.5,?

6.9,3.1,5.4,2.1,?

6.7,3.1,5.6,2.4,?

6.9,3.1,5.1,2.3,?

5.8,2.7,5.1,1.9,?

5.6,2.7,4.2,1.3,?

5.7,3.0,4.2,1.2,?

5.7,2.9,4.2,1.3,?

6.2,2.9,4.3,1.3,?

5.1,2.5,3.0,1.1,?

5.7,2.8,4.1,1.3,?

6.3,3.3,6.0,2.5,?

5.1,3.8,1.6,0.2,?

4.6,3.2,1.4,0.2,?

5.1,3.5,1.4,0.2,?

5.3,3.7,1.5,0.2,?

5.0,3.3,1.4,0.2,?

5.7,2.8,4.5,1.3,?

6.3,3.3,4.7,1.6,?

4.9,2.4,3.3,1.0,?

6.6,2.9,4.6,1.3,?

5.2,2.7,3.9,1.4,?

5.0,2.0,3.5,1.0,?

5.9,3.0,4.2,1.5,?

6.0,2.2,4.0,1.0,?

6.1,2.9,4.7,1.4,?

5.6,2.9,3.6,1.3,?

6.7,3.1,4.4,1.4,?

5.6,3.0,4.5,1.5,?

5.8,2.7,4.1,1.0,?

6.2,2.2,4.5,1.5,?

5.6,2.5,3.9,1.1,?

5.9,3.2,4.8,1.8,?

6.1,2.8,4.0,1.3,?

6.3,2.5,4.9,1.5,?

6.1,2.8,4.7,1.2,?

6.4,2.9,4.3,1.3,?

6.6,3.0,4.4,1.4,?

6.8,2.8,4.8,1.4,?

6.7,3.0,5.0,1.7,?

6.0,2.9,4.5,1.5,?

5.7,2.6,3.5,1.0,?

5.5,2.4,3.8,1.1,?

5.5,2.4,3.7,1.0,?

5.8,2.7,3.9,1.2,?

6.0,2.7,5.1,1.6,?

5.4,3.0,4.5,1.5,?

6.0,3.4,4.5,1.6,?

6.7,3.1,4.7,1.5,?

6.3,2.3,4.4,1.3,?

5.6,3.0,4.1,1.3,?

5.5,2.5,4.0,1.3,?

5.5,2.6,4.4,1.2,?

6.1,3.0,4.6,1.4,?

5.8,2.6,4.0,1.2,?

5.0,2.3,3.3,1.0,?

5.6,2.7,4.2,1.3,?

5.7,3.0,4.2,1.2,?

5.7,2.9,4.2,1.3,?

6.2,2.9,4.3,1.3,?

5.1,2.5,3.0,1.1,?

5.7,2.8,4.1,1.3,?

6.3,3.3,6.0,2.5,?

5.8,2.7,5.1,1.9,?

7.1,3.0,5.9,2.1,?

6.3,2.9,5.6,1.8,?

6.5,3.0,5.8,2.2,?

7.6,3.0,6.6,2.1,?

4.9,2.5,4.5,1.7,?

7.3,2.9,6.3,1.8,?

6.7,2.5,5.8,1.8,?

7.2,3.6,6.1,2.5,?

Iris Training Dataset

 @RELATION IrisTrainingDataset

@ATTRIBUTE sepallength REAL

@ATTRIBUTE sepalwidth REAL

@ATTRIBUTE petallength REAL

@ATTRIBUTE petalwidth REAL

@ATTRIBUTE class {Iris-setosa, Iris-versicolor, Iris-virginica}

@DATA

5.1,3.5,1.4,0.2,Iris-setosa

7.0,3.2,4.7,1.4,Iris-versicolor

6.5,3.0,5.5,1.8,Iris-virginica

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

5.4,3.9,1.7,0.4,Iris-setosa

4.6,3.4,1.4,0.3,Iris-setosa

5.0,3.4,1.5,0.2,Iris-setosa

4.4,2.9,1.4,0.2,Iris-setosa

4.9,3.1,1.5,0.1,Iris-setosa

5.4,3.7,1.5,0.2,Iris-setosa

4.8,3.4,1.6,0.2,Iris-setosa

4.8,3.0,1.4,0.1,Iris-setosa

4.3,3.0,1.1,0.1,Iris-setosa

5.8,4.0,1.2,0.2,Iris-setosa

5.7,4.4,1.5,0.4,Iris-setosa

5.4,3.9,1.3,0.4,Iris-setosa

5.1,3.5,1.4,0.3,Iris-setosa

5.7,3.8,1.7,0.3,Iris-setosa

5.1,3.8,1.5,0.3,Iris-setosa

5.4,3.4,1.7,0.2,Iris-setosa

5.1,3.7,1.5,0.4,Iris-setosa

4.6,3.6,1.0,0.2,Iris-setosa

5.1,3.3,1.7,0.5,Iris-setosa

4.8,3.4,1.9,0.2,Iris-setosa

5.0,3.0,1.6,0.2,Iris-setosa

5.0,3.4,1.6,0.4,Iris-setosa

5.2,3.5,1.5,0.2,Iris-setosa

5.2,3.4,1.4,0.2,Iris-setosa

4.7,3.2,1.6,0.2,Iris-setosa

4.8,3.1,1.6,0.2,Iris-setosa

5.4,3.4,1.5,0.4,Iris-setosa

5.2,4.1,1.5,0.1,Iris-setosa

5.5,4.2,1.4,0.2,Iris-setosa

4.9,3.1,1.5,0.1,Iris-setosa

5.0,3.2,1.2,0.2,Iris-setosa

5.5,3.5,1.3,0.2,Iris-setosa

4.9,3.1,1.5,0.1,Iris-setosa

4.4,3.0,1.3,0.2,Iris-setosa

5.1,3.4,1.5,0.2,Iris-setosa

5.0,3.5,1.3,0.3,Iris-setosa

4.5,2.3,1.3,0.3,Iris-setosa

4.4,3.2,1.3,0.2,Iris-setosa

5.0,3.5,1.6,0.6,Iris-setosa

5.1,3.8,1.9,0.4,Iris-setosa

4.8,3.0,1.4,0.3,Iris-setosa

5.1,3.8,1.6,0.2,Iris-setosa

4.6,3.2,1.4,0.2,Iris-setosa

5.3,3.7,1.5,0.2,Iris-setosa

5.0,3.3,1.4,0.2,Iris-setosa

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

5.7,2.8,4.5,1.3,Iris-versicolor

6.3,3.3,4.7,1.6,Iris-versicolor

4.9,2.4,3.3,1.0,Iris-versicolor

6.6,2.9,4.6,1.3,Iris-versicolor

5.2,2.7,3.9,1.4,Iris-versicolor

5.0,2.0,3.5,1.0,Iris-versicolor

5.9,3.0,4.2,1.5,Iris-versicolor

6.0,2.2,4.0,1.0,Iris-versicolor

6.1,2.9,4.7,1.4,Iris-versicolor

5.6,2.9,3.6,1.3,Iris-versicolor

6.7,3.1,4.4,1.4,Iris-versicolor

5.6,3.0,4.5,1.5,Iris-versicolor

5.8,2.7,4.1,1.0,Iris-versicolor

6.2,2.2,4.5,1.5,Iris-versicolor

5.6,2.5,3.9,1.1,Iris-versicolor

5.9,3.2,4.8,1.8,Iris-versicolor

6.1,2.8,4.0,1.3,Iris-versicolor

6.3,2.5,4.9,1.5,Iris-versicolor

6.1,2.8,4.7,1.2,Iris-versicolor

6.4,2.9,4.3,1.3,Iris-versicolor

6.6,3.0,4.4,1.4,Iris-versicolor

6.8,2.8,4.8,1.4,Iris-versicolor

6.7,3.0,5.0,1.7,Iris-versicolor

6.0,2.9,4.5,1.5,Iris-versicolor

5.7,2.6,3.5,1.0,Iris-versicolor

5.5,2.4,3.8,1.1,Iris-versicolor

5.5,2.4,3.7,1.0,Iris-versicolor

5.8,2.7,3.9,1.2,Iris-versicolor

6.0,2.7,5.1,1.6,Iris-versicolor

5.4,3.0,4.5,1.5,Iris-versicolor

6.0,3.4,4.5,1.6,Iris-versicolor

6.7,3.1,4.7,1.5,Iris-versicolor

6.3,2.3,4.4,1.3,Iris-versicolor

5.6,3.0,4.1,1.3,Iris-versicolor

5.5,2.5,4.0,1.3,Iris-versicolor

5.5,2.6,4.4,1.2,Iris-versicolor

6.1,3.0,4.6,1.4,Iris-versicolor

5.8,2.6,4.0,1.2,Iris-versicolor

5.0,2.3,3.3,1.0,Iris-versicolor

5.6,2.7,4.2,1.3,Iris-versicolor

5.7,3.0,4.2,1.2,Iris-versicolor

5.7,2.9,4.2,1.3,Iris-versicolor

6.2,2.9,4.3,1.3,Iris-versicolor

5.1,2.5,3.0,1.1,Iris-versicolor

5.7,2.8,4.1,1.3,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

7.6,3.0,6.6,2.1,Iris-virginica

4.9,2.5,4.5,1.7,Iris-virginica

7.3,2.9,6.3,1.8,Iris-virginica

6.7,2.5,5.8,1.8,Iris-virginica

7.2,3.6,6.1,2.5,Iris-virginica

6.5,3.2,5.1,2.0,Iris-virginica

6.4,2.7,5.3,1.9,Iris-virginica

6.8,3.0,5.5,2.1,Iris-virginica

5.7,2.5,5.0,2.0,Iris-virginica

5.8,2.8,5.1,2.4,Iris-virginica

6.4,3.2,5.3,2.3,Iris-virginica

7.7,3.8,6.7,2.2,Iris-virginica

7.7,2.6,6.9,2.3,Iris-virginica

6.0,2.2,5.0,1.5,Iris-virginica

6.9,3.2,5.7,2.3,Iris-virginica

5.6,2.8,4.9,2.0,Iris-virginica

7.7,2.8,6.7,2.0,Iris-virginica

6.3,2.7,4.9,1.8,Iris-virginica

6.7,3.3,5.7,2.1,Iris-virginica

7.2,3.2,6.0,1.8,Iris-virginica

6.2,2.8,4.8,1.8,Iris-virginica

6.1,3.0,4.9,1.8,Iris-virginica

6.4,2.8,5.6,2.1,Iris-virginica

7.2,3.0,5.8,1.6,Iris-virginica

7.4,2.8,6.1,1.9,Iris-virginica

7.9,3.8,6.4,2.0,Iris-virginica

6.4,2.8,5.6,2.2,Iris-virginica

6.3,2.8,5.1,1.5,Iris-virginica

6.1,2.6,5.6,1.4,Iris-virginica

7.7,3.0,6.1,2.3,Iris-virginica

6.3,3.4,5.6,2.4,Iris-virginica

6.4,3.1,5.5,1.8,Iris-virginica

6.0,3.0,4.8,1.8,Iris-virginica

6.9,3.1,5.4,2.1,Iris-virginica

6.7,3.1,5.6,2.4,Iris-virginica

6.9,3.1,5.1,2.3,Iris-virginica

5.8,2.7,5.1,1.9,Iris-virginica

6.8,3.2,5.9,2.3,Iris-virginica

6.7,3.3,5.7,2.5,Iris-virginica

6.7,3.0,5.2,2.3,Iris-virginica

6.3,2.5,5.0,1.9,Iris-virginica

6.5,3.0,5.2,2.0,Iris-virginica

6.2,3.4,5.4,2.3,Iris-virginica

5.9,3.0,5.1,1.8,Iris-virginica