Exact(10)
Another potential side effect of interacting AI engines magnifies the training bias risk.
The small sample effects include: (i) training bias, i.e. learning sample size influence on generalization error of the base experts or of the fusion rule, (ii) optimistic biased outputs of the experts (self-boasting effect) and (iii) sample size impact on determining optimal complexity of the fusion rule.
The survey was interviewer-administered, and in spite of extensive training, bias cannot be excluded.
The other reason is that the definition can balance the positive samples and negative samples to avoid the training bias.
Prognostic comparison of the signatures was performed in the validation cohort to avoid training bias toward the HRneg/Tneg candidates.
The six practices and providers whose notes were used as the training set were explicitly excluded from selection to eliminate any training bias.
Similar(49)
Inadvertently, medical education may foster and accommodate this misinterpretation, both through selection and training biases.
Although physicians were previously trained, bias may have no reliability checking of the GP measurements.
They argue that journalists are often poorly trained, biased and prone to defame institutions and individuals.
It is an interesting open question, whether the larger basis for Zero-Training biases the comparison with a systematic disadvantage for the standard CSP method.
Hence, CATAPULT uses a bagging algorithm to train biased SVM.
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