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The problem with that stratagem is that, eventually, it destroys the theory's testability: astrology does this by refusing to countenance any negative instance; it renders itself unfalsifiable and therefore superficial.
In Dover, a former Polish neighborhood that is now a haven for Mexican-American strivers, the authors find an entirely negative instance of "intergroup harmony," as white and Latino parents lobby to keep their children from being bused to schools in poor black neighborhoods.
We propose a mixed negative instance sampling strategy to learn the weights of different joint feature representations.
These results represent the probability that the classifier will rank higher a randomly chosen positive instance than a randomly chosen negative instance [38].
For instance, Crispin Wright and Stewart Shapiro say a competent speaker can faultlessly classify the borderline case as a positive instance while another competent speaker can faultlessly classify the case as a negative instance.
Thus, the instance (age= youth, student = no, credit_rating = fair) can be sorted down left the most branch of the tree and can be classified as a negative instance (i.e. tree predicts buys_computer = no).
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Like the intermediates dataset, the CFSAN chemical space is strongly biased toward negative instances (874 negative instances for 525 positive instances).
Out of 3343 instances, our approach identified two sets of positive and negative instances.
As shown in Table 3 and 4, the dataset contains more positive instances than negative instances.
Label p positive and n negative instances from usinging the classifier h1.
It is a chemical space biased toward negative instances which adds difficulty to the prediction task.
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