Machine Learning & Data Mining Algorithms - Automated Tests, Repeatable Experiments, Meaningful Results
How certain are the class memberships in the Training data? Should we regard them as "absolutely correct" or "most probably, but not definitely, correct"? And a similar question applies to the secret classes in the Test data.
And also to the variable values. What level is their real level of precision? Are they truly precise to 3 decimal places?
The class memberships are certain to the extent of certainty with which medical doctors diagnosed and labeled the samples.
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