Assignment 1 - Task 2 Checklist, for Dan and Jack

1. General

   • choose datasets
     • SUM w/o noise and KC House Data
   • choose metrics
     • Linear Regression: MSE, MAE
     • K-Nearest Neighbour
     • SVM

2. scikit-learn dataset 1

   • metric 1 70/30
   • metric 1 10-fold
   • metric 2 70/30
   • metric 2 10-fold

3. scikit-learn dataset 2

   • metric 1 70/30
   • metric 1 10-fold
   • metric 2 70/30
   • metric 2 10-fold

4. Tensorflow dataset 1

   • metric 1 70/30
   • metric 1 10-fold
   • metric 2 70/30
   • metric 2 10-fold

5. Tensorflow dataset 2

   • metric 1 70/30
   • metric 1 10-fold
   • metric 2 70/30
   • metric 2 10-fold

6. Pattern dataset 1

   • metric 1 70/30
   • metric 1 10-fold
   • metric 2 70/30
   • metric 2 10-fold

7. Pattern dataset 2

   • metric 1 70/30
   • metric 1 10-fold
   • metric 2 70/30
   • metric 2 10-fold