frederikdebruyker / hw21

hw21 Exoplanet Exploration

2 alternatives explored:

• randomforest: the requirement 'Perform feature selection and remove unnecessary features' indicated a randomforest to me, and I had not seen the starter code, and as such I built this model: randomforest.ipynb
• startercode: svm.ipynb

Model Performance

Scores (test):

• Randomforest: 0.90
• Support Vector Machine: 0.84
• GridSearch: 0.88