We then extend this model to deal with (1) theory revision (i.e. modifying an existing formula); (2) blockers that occasionally include superfluous values or exclude required values; and (3) other corruptions of the training data.
We first motivate and formalize this model of "superfluous-value blocking", and then demonstrate that these omissions can be useful, by proving that certain classes that seem hard to learn in the general PAC model viz., decision trees and DNF formulae are trivial to learn in this setting.
As for the discussion about machines being able to do everything of value, making people superfluous, that's a tell-tale sign of of how people can not think beyond the task-centered economy.
A second common objection is that the required indeterminism is superfluous, that it adds nothing of value that could not exist in a deterministic world.
If this strategy succeeds in showing that the required indeterminism would not undermine responsibility, it leaves unaddressed the charge that the requirement is superfluous, that it secures nothing of value that could not exist in a deterministic world.
If that sounds superfluous and somewhat geek-orientated, the added value is what comes next.
Furthermore, an enthusiastic agent must include superfluous dialogue, such as remarking on the value of the learning material and expressing its own interest in the subject.
Despite this, none of the actual percentages of falsely superfluous rates, calculated with a preset P value of 0.05, exceeded 5.7%.
Ultimately, the physical product of Pink Thunder is superfluous, just as it is poetry we value--its invisible sound and core-felt sense--not the publishing scene.
In our society that values practicality, music appears to be superfluous and unnecessary.
Thus, an appropriate E-value threshold is essential to remove superfluous edges from the graph which introduce noise and disturb the clustering process.
