Algorithms of machine learning for classification in python
Here, some of the algorithms of the machine learning are implemented on the iris dataset's and two datasets produced, one of which has two classes and one of three classes.
The Iris data collection is imported using the Python library or by using iris.data file and read it in python files, and two other datasets are generated in the file data_generator_1.py and data_generator_2.py and are used in other python files.
data_generator_1.py is used to generate datasets with 2 classes and the data_generator_2.py File 2 for generating datasets with 3 classes.
The data generated are based on average and variance.
The KNN(k-Nearest Neighbors), Bayes, Parzen_Window classifiers are in algorithms directory.
MLP directory is contain MLP(multi layer perceptron) python file.