Assertion: ensemble's confidence | /r/HasProperty | high
Facets:
Source sentences:
text: If a vast majority of the classifiers agree with their decisions, such an outcome can be interpreted as the ensemble having high confidence in its decision.
text: It should be noted that an ensemble having high confidence in its decision does not mean that decision is correct, and conversely, a decision made with low confidence need not be incorrect.
text: However, it has been shown that a properly trained ensemble decision is usually correct if its confidence is high, and usually incorrect if its confidence is low.