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The Treatment Based Classification developed by Delitto and colleagues and the O'Sullivan Classification System are validated physiotherapy movement-based classification approaches to low back pain [ 28, 29].
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The Bayesian based classification model developed by Ekins et. al. has good predictive power value >0.7 (in-term of AUC) on independent dataset [9].
Level of relative isolation was based on the ARIA++ classification developed by the National Key Centre for the Social Application of Geographic Information Systems at Adelaide University.
This typology set the research agenda for the field of parenting styles [ 32], Based on the four-step classification developed by Maccoby and Martin [ 33], Baumrind subsequently added a fourth type, the neglectful parenting style (low in both responsiveness and demandingness [ 34]).
The ICPC is an international classification developed by the World Health Organization based on the International Classification of Diseases (ICD).
The type of evidence underlying any ' Standard', ' Option' or ' Recommendation' is indicated using a classification developed by the FNCLCC based on previously published methods.
The type of evidence underlying any ' Standard', ' Option' or ' Recommendation' is indicated using a classification developed by the FNCLCC based on previously published models.
One major differing characteristic being the fact that the system is not based on an internationally recognised classification system, but on 24 different systems of diagnosis classification, developed by different specialist medical associations.
We modified and used a Rural urban Classification developed by Wisconsin Area Health Education Center (AHEC) to categorize children into six groups (AHEC categories) based on their ZIP code of residence (Table 1) [ 19], Personal communication from Ms. Nancy Sugden, Wisconsin AHEC].
Random forest is an algorithm for classification developed by Leo Breiman [ 31] that uses an ensemble of classification trees.
We used GemIdent, which is a freely available Random Forests based classification tool developed in Java.
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