Training and Validation of an Artificial Neural Network on the Fischer's Iris database (Fischer, 1936). This database is perhaps the best-known database to be found in the pattern recognition literature. The data set contains 3 classes of 50 instances each, where each class refers to a type of Iris plant. One class is linearly separable from the other two, whereas the latter are not linearly separable from each other.
The data base contains the following attributes:
• Sepal length in cm
• Sepal width in cm
• Petal length in cm
• Petal width in cm
• Class: 1. IRIS SETOSA 2. IRIS VERSICOLOUR 3. IRIS VIRGINICA
Covariance Matrix:
Training and Validation Loss:
Accuracy for the ANN:
