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Using the separate training and testing sets approach is therefore a necessity, as if the selection procedure in the training phase results in overfitting, this will be demonstrated in the test set.
If the selection procedure is not known, but we have access to large number of points for which we know (u, s), but not g, we can estimate P(s = 1| u).
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The other researchers were not involved in the selection procedure.
No neurosurgeon was involved in the selection procedure.
Rarer cDNAs are not detected in the initial transduced population, but may become detectable if enriched by the selection procedure.
This can be done in two ways: If we know the selection procedure, we know P(s = 1| u) and can directly use it in the model.
If this assumption holds, the selection procedure converges in the end, which allows estimating the selection probabilities.
4) The selection procedure was stopped if the ICF category last entered into the model was not significant or if an ICF category already included into the model became non-significant.
If a collision occurs in the first occupied slot, the selection procedure needs to be repeated.
According to Kagan, even if the new foundation can raise money to continue beyond 2001, the selection procedure is unlikely to become more transparent.
If you do these things, you can turn a potentially daunting part of the selection procedure into something more manageable and comfortable.
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