In this analysis, an attempt has been made to figure out the most important parameter which contributes positively to making a decision of giving out a loan or not. Needless to say, this is a problem of binary classification.
Below algorithms have been used while doing the analysis.
- Logistic Regression
- Support Vector Machine
- K Nearest Neighbour
- Naive Bayes
- Random Forrest
The data of the data frames have been analyzed using python libraries i.e. pandas,numpy,matplotlib, seaborn and scikit learn.