neuefische-2nd_project's Issues
What says the internet?
Are there tipps about this data set that can be found within the internet?
Feature Engineering - find best features + best
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hallo
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preprocessing
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looks as if our features are quite okay so far
Get the dataset
Modeling
Test our different models which works best for us?
Predict different target values (loan_status, sub_grade, int_rate)
Grade can bee predicted well -> use this classification for loan_status prediction
EDA
First GridSearch
... and random search
Make a presentation
First EDA - Check for useable features
First Task: Checkout Dataset
Project structure:
data cleaning
choose esitmators (naive, logistic, decision tree/random forest)
pedict grade
predict loan_status for each grade
Do sth with imbalanced classes
Use SMOTE library -> improves predictions
Check if int_rate is correct default estimator (as they say financemath/-politics)
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