Predict insurance coverage declare quantity, construct insurance coverage threat evaluation mannequin, and detect declare fraud with machine studying
What you’ll be taught
Find out about machine studying purposes in insurance coverage and its technical limitations
Discover ways to predict insurance coverage declare quantity utilizing XGBoost
Discover ways to construct insurance coverage threat evaluation mannequin utilizing Logistic Regression
Discover ways to detect insurance coverage declare fraud utilizing Help Vector Machine
Discover ways to predict insurance coverage declare quantity utilizing LightGBM
Discover ways to construct insurance coverage threat evaluation mannequin utilizing Random Forest Classifier
Discover ways to detect insurance coverage declare fraud utilizing Okay Nearest Neighbor
Discover ways to take a look at machine studying mannequin utilizing artificial knowledge
Discover ways to deal with class imbalance utilizing Artificial Minority Oversampling Approach
Discover ways to conduct characteristic significance evaluation utilizing Random Forest Regressor
Discover ways to analyze relationship between age, gender, and insurance coverage declare quantity
Discover ways to discover correlation between physique mass index and blood strain with insurance coverage declare quantity
Discover ways to discover correlation between smoking standing and insurance coverage declare quantity
Find out how insurance coverage threat evaluation fashions work. This part covers knowledge preprocessing, characteristic choice, practice take a look at break up, mannequin coaching, and assessing threat
Discover ways to clear dataset by eradicating lacking values and duplicates
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