Dataset Link- https://www.kaggle.com/datasets/altruistdelhite04/loan-prediction-problem-dataset This dataset contains loan status of 615 people.
I have used SUPPORT VECTOR MACHINE(SVM) model, a supervised machine learning algorithm, in order to train and test the dataset. I've also performed data visualization using countplot graphs.
On evaluating the model, I've obtained the following accuracies:
Accuracy on TRAINING DATA- 79.86 % Accuracy on TESTING DATA- 83.33 %