ML Algorithms:
- Find the mean RMSE & k-nearest-neighbors regressor(k=3) for the omitted countries with a linear regressor
- Add new dataset "country: Faketopia, GDP: 60000, life satisfaction: 0" into the dataframe below and find the new mean RMSE & k-nearest-neighbors regressor(k=3) for the omitted countries with a linear regressor.
Use following CSV Dataset to train the ML:
country,gdp_per_capita,life_satisfaction
Brazil,8669.998,6.4
Mexico,9009.28,6.5
Russia,9054.914,5.8
Turkey,9437.372,5.5
Poland,12495.334,6.1
Latvia,13618.569,5.9
Lithuania,14210.28,5.9
Slovak Republic,15991.736,6.2
Czech Republic,17256.918,6.7
Estonia,17288.083,5.7
Greece,18064.288,5.4
Portugal,19121.592,5.4
Slovenia,20732.482,5.9
Spain,25864.721,6.3
Korea,27195.197,5.9
Italy,29866.581,6.0
Japan,32485.545,5.9
Israel,35343.336,7.2
New Zealand,37044.891,7.3
France,37675.006,6.5
Belgium,40106.632,6.9
Germany,40996.511,7.0
Finland,41973.988,7.6
Canada,43331.961,7.4
Netherlands,43603.115,7.4
Austria,43724.031,7.1
United Kingdom,43770.688,6.8
Sweden,49866.266,7.3
Iceland,50854.583,7.5