In the " Methods" section we introduce the complete theory associated with our procedure, namely the robustness problem, the conditional robustness concept, its use in the solution of the fragility problem, and the proposed computational algorithm.
For interested readers who want to implement the conditional probabilities concept in their own research, I highly suggest that real (or toy) data be included, in the very least, as supplemental material with all the data completely worked out, not just the weighted core class contributions.
Note that most of these concepts are conditional upon another concept, e.g., identification of the site of fluid loss is conditional upon the EABV being reduced.
"Conditional nonprosecution," a concept modeled after "diversion" practiced in the West, will be introduced to allow youth who commit minor offenses to avoid jail time by successfully completing six to 12 months' probation.
In support of this concept, conditional expression of SPDEF, an ETS family transcription factor, in respiratory epithelial cells of adult mice converts Clara cells into goblet cells [36].
Hence, graphical modeling is based on the concept of conditional dependence and conditional independence.
Almost all drift detection mechanisms designed for classification problems work reactively: after receiving the complete data set (input patterns and class labels) they apply a sequence of procedures to identify some change in the class-conditional distribution – a concept drift.
Remark 3.2 In Drapeau et al. [9] the concept of conditional compactness is introduced and it is shown that there is an equivalence between conditional compactness and conditional closed- and boundedness in ( L 0 ) d.
In this paper, we define the concept of conditional acceptability by combining the concept of conditioning on a σ-algebra and the concept of acceptability.
