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According to our modified Seifert classification, out of 42 cases 14 patients were classified as stage-1 disease, stage-2 disease, and stage-3 disease, respectively.
The receiver operating characteristic (ROC) curve and survival analysis demonstrated the best sensitivity and specificity for the ≤1.0 mm and >1.0 mm classification out of 50 subclassifications in tenths of millimeters.
Our validation showed LFM is appropriate to discriminate between patients and healthy subjects, showing a good sensitivity in identifying pathological gaits and a good specificity (only one false classification out of 15 in the pathological cluster definition).
Attention will be paid to the emergence of disorganized attachment as a classification out of results and reflections in the late 1970s regarding the limits of an alarmed infant's capacities for maintaining behavioral and attentional avoidance.
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Measurement and Classification of Out-of-Sequence Packets in a tier-1 IP backbone, Sharad Jaiswal, Gianluca Iannaccone, Christophe Diot, Jim Kurose, Don Towsley.
Classification of out-of-hospital death is often based on limited information, due to its sudden onset or unwitnessed occurrence.
The randomization training process was repeated 500 times for each set of input data, after which the votes for classes P1 and P2 were pooled into one merged set P and the overall classification or out-of-bag (OOB) errors were calculated.
Comparing the pathologist and random forest classification, the overall out-of-bag estimate of classification error dropped from 23% to 13% when favor RCC and cannot exclude RCC were combined into 1 category.
The latter can also be influenced by policy decisions taken by the European Commission (e.g. the granting of additional preferential import quotas and the re-classification of "out of quota production" as "in quota production" which can be marketed domestically).
Within the training process, RF accurately determines classification error-rate (out-of-bag errors; OOB error) [ 40- 42].
The decision to set the classification threshold to predict out-of-sample data depends upon the business decision.
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