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Their operation includes classifying cases, establishing time limitation periods, and implementing principles of accrual and tolling.
In addition to proximity distance, SPSS allowed us to prepare agglomeration schedule and it will help to analyses by classifying cases based on their similarity with other cases.
IRT-defined less severe (frequent) and high discriminative items, including inability to cut down or taking larger amounts than intended for all substances and withdrawal for amphetamines and opioids, showed good-to-high values of area under the receiver operating characteristic curve in classifying cases and noncases of an SUD.
The difficulty of accurately classifying cases of bipolar depression requires further research, as it is unclear whether the lower prediction rate reflects weaknesses in a model based only on actigraphy data, or if it reflects clinical reality i.e. the possibility that there may be more than one subtype of bipolar depression.
In the context of child protection, it can be applied as a tool for risk stratifying or risk classifying cases - and this information can be used for a range of activities - as a 'check' for clinical decision-making, to assign more experienced workers to more serious cases, to prioritize families for limited services slots, or to take some other action.
A unique asset of this model was that it presented clear hierarchical rules for classifying cases with >1 indication for CS which made the categories mutually exclusive.
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All factors in test populations were ranked by their relative importance (RI) in accurately classifying case and control study subjects.
This makes it much more challenging for the classifier to learn to classify cases as HIGH.
Propositional expert systems classify cases, and can be built in several different forms, including production rules, decision tables and decision trees.
We therefore classified cases according to causation.
The overall accuracy gives the number of correctly classified cases as a proportion of all observations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com