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The following hypotheses/expectations were constructed to assess construct validity of the PRUNE based on convergent relationships expected from theoretical and evidence perspectives [ 33, 34].
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The PCA was first run on 4441 unrelated Dutch individuals typed on the Affymetrix Human Genome-Wide SNP 6.0 Array (Affymetrix Inc., Santa Clara, CA, USA), with a SNP set excluding 24 long-range LD regions and LD-based SNP pruning (based on a variance inflation factor of 2), resulting in a set of 130 248 SNPs.
Each of the three datasets was pruned based on LD between markers to form both a pruned and a highly pruned dataset.
The Volterra model is pruned based on aerodynamic considerations, which significantly reduces computational effort needed for nonlinear analysis.
In the pruning phase as much as possible of the search space is pruned, based on the counting information.
The rebroadcast list at each node is pruned based on its neighbours that were covered by previous transmissions.
The pruning based on cp is a validation test in regression tree, indeed before regression; a training was used by 30% of total data.
(2) Complementing: We complement the broken auditory elements in the low-frequency range (below 1 kHz) after pruning based on the morphological image processing.
For analysis and error sensitivity test, RMSE is also used for pruning based on the same algorithm to generate another model which is called Ensemble_SVR_RMSE.
As is evident from the classification results, the pitch-harmonicity measure allows for more accurate identification of musical instruments for all values of τ n, irrespective of pruning based on acceptable note size.
As an attempt to reduce the tree size, the optimal cut subtree could be detected using minimal cost-complexity pruning based on cross validation (see [ 26]).
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