loan default prediction using machine learning
Hi guys! I am Muhammad Aleem Raza. I work in the field of Data Science and Machine Learning.
It all started with my curiosity to learn about Artificial Intelligence and the ability of AI to solve several Real Life Problems.
I worked on several Machine Learning & Deep Learning projects involving Computer Vision.
I am on this journey to empower as many students & working professionals as possible with the knowledge of Machine Learning and Artificial Intelligence.
Project Deatils
This video is about building a Loan default Prediction system using Machine Learning with Python. Machine Learning Project with Python.
Library:
1.sklearn
2. matplotlib
3.seaborn
4.numpy
5.pandas
Machine Learning Model:
1.RandomForestClassifier
2.DecisionTreeClassifier
3.Support Vector Machine Svm
4.LogisticRegression
5.GaussianNB Naive Bayes
6. KNeighborsClassifier
Naive Bayes model highest accuracy 97.15% to predict the loan defaulter
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