Filemethods

This class shall be used to save the model after training and load the saved model for prediction.

class FileOperation:

    def __init__(self):
        self.file_object = open('logs/fileOperationLogs.txt', 'a+')
        self.logger_object = AppLogger()
        self.model_directory = 'models/'

Save the model file to directory then entered the save_model method of the File_Operation class.create seperate directory for each cluster and remove previously existing models for each clusters then saving the model to file

## Method Name: save_model Description: Save the model file to directory

Outcome: File gets saved

On Failure: Raise Exception

def save_model(self, model, filename):

Entered the load_model method of the File_Operation class

Method Name: find_correct_model_file

Description: Select the correct model based on cluster number

Output: The Model file

On Failure: Raise Exception

def find_correct_model_file(self, cluster_number):