Predicting the Federal Listing Status of U.S. plant and animal species.
Data for this project was collected from the U.S. Fish & Wildlife Service.
Table B-11: Forest Land Area
Air Quality Index
https://aqs.epa.gov/aqsweb/airdata/download_files.html#Annual
- Dropped features that represented less than 1% of the population
- Dropped features that represented less than 1% of the population
- Dummy Classifier
- Logistic Regression
- K Nearest Neighbors
- Decision Tree
- Random Forest
Best Training Model by F1 Score
- K Nearest Neighbors
Best Training Model by F1 Score
- Decision Tree
Best Training Model by F1 Score
- Logistic Regression
Most important features:
States
- Idaho
- Hawaii
- Wyoming
Species Groups
- Insects
- Crustaceans