Analyzed results show that the proposed method is effective for REB incipient weak fault classification.
Case 1. (likelihood ratio of probabilities is approximately one, leading to a weak (small) classification confidence if a confidence parameterized classifier, like an SVM, is referred to in place of the simple ratio) (25).
We selected regulatory interactions with strong evidence, using as a parameter the strong and weak evidence classification performed in the RegulonDB database [ 77].
Importantly, however, when both the family vs. friends and strong vs. weak tie classifications were entered into a regression, only the strong vs. weak tie distinction predicted differences in happiness levels following the spending recall (β = −.26, p<.05).
China has weaker severity classifications for air pollution, but according to the World Health Organisation a measurement over 300 indicates a "severely polluted"atmosphere in which the public is advised to not go outside.
This is realized by a sample trace accumulating the confidence of each weak classifier's classification which is compared to a rejection threshold.
RF is an ensemble of multiple weak un-pruned classification or regression trees created by using bootstrap samples of the training data and random feature selection in tree induction [59].
Because we investigate transient behavior originating from a high threshold regime (toward weak excitability), the classification of local excitability in types I and II (based on the transition at vanishing threshold, i.e., into the oscillatory regime) is not relevant.
