I want to gather data on how long it takes people to type different words. Then I want to train a regressor to predict the speed based on some number of features.
- Length of word.
- Number of vowels in word (roughly number of syllables).
- Commonness of word.
- Percentage of keys on home row.
- Number of consecutive pairs of letters that are typed with the same finger.
- Average distance between each consecutive pair of keys.