Supervised Learning Model Comparison
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Using classification and regression models to do two things with 401(k) data:
- Regression: What features best predict one's income?
- Classification: Predict whether or not one is eligible for a 401k.
-
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This mini-project involves experimenting with a variety of classification and regression models, exploring different techniques to understand their behaviors and applications in predictive analytics.
sean-atkinson/supervised_learning_models
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This mini-project involves experimenting with a variety of classification and regression models, exploring different techniques to understand their behaviors and applications in predictive analytics.
Topics
python
linear-regression
scikit-learn
logistic-regression
predictive-analytics
decision-tree-classifier
support-vector-classifier
random-forest-regressor
mini-project
decision-tree-regression
random-forest-classifier
support-vector-regressor
knn-classifier
bagging-regressor
knn-regressor
adaboost-classifier
adaboost-regressor
bagging-classifier
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