1.5 KiB
Regression with Scikit-learn
Instructions
Take a look at the Linnerud dataset in Scikit-learn. This dataset has multiple targets: 'It consists of three exercise (data) and three physiological (target) variables collected from twenty middle-aged men in a fitness club'.
In your own words, describe how to create a Regression model that would plot the relationship between the waistline and how many situps are accomplished. Do the same for the other datapoints in this dataset.
I would load the data in the column at index 1 (situps) as a numeric predictive value and the column at index 1 (waistline) as predictive target. I would split the sets in 2/3rds for training and 1/3rd for test. I would plot the resulkts of predictions against test values to confirm the corelation between situps and waistline - can the number of sitpus predict the waistline of a person.
Rubric
| Criteria | Exemplary | Adequate | Needs Improvement |
|---|---|---|---|
| Submit a descriptive paragraph | Well-written paragraph is submitted | A few sentences are submitted | No description is supplied |