Machine Learning Solutions

Understanding the dataset

Here, we are going to discuss our input dataset in order to develop the application. You can find the dataset at https://github.com/jalajthanaki/credit-risk-modelling/tree/master/data.

Let's discuss the dataset and its attributes in detail. Here, in the dataset, you can find the following files:

• cs-training.csv
  • Records in this file are used for training, so this is our training dataset.
• cs-test.csv
  • Records in this file are used for testing our machine learning models, so this is our testing dataset.
• Data Dictionary.xls
  • This file contains information about each of the attributes of the dataset. So, this file is referred to as our data dictionary.
• sampleEntry.csv
  • This file gives us an idea about the format in which we need to generate ...