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Although 30 points data set can be considered as small for the neural network modeling, the results were quite satisfactory apparently due to the fact that the experimental data generated with response surface method were well balanced over the experimental region and it was very suitable for neural network modeling.
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In each replicate, data were randomly partitioned into training (TRN; with 70% of the observations) and testing (TST; with 30% of data points) data sets.
In this approach, first a cloud point data set is segmented along the component building direction to a number of layers.
Robot applications in manufacturing of aircraft sheet metal parts require real-time methods for determining the surface normal using a digitized point data set measured by a 3D laser scanner.
Three different learning approaches including C4.5 decision trees, nonspecificity based possibilistic decision trees and clustering based possibilistic decision trees were applied to the existent County survey, and the efficiency of predicting soils at the series level was assessed using an independent soil series point data set.
We mapped these sequences onto the D. melanogaster reference genome assembly (build 5.3) separately for each developmental time point data set.
The Voronoi Based Scan (VBScan) (1) is a fast method for the detection and inference of point data set space-time disease clusters.
The measured point data sets are registered automatically and the quality of point data is evaluated by checking the difference between the CAD model and the measured data.
In order to calculate the FDR for each of the time-point data sets, all.raw files were searched against a decoy database.
To address Pyron et al.'s criticism that we erred by including empirical climate data from native range weather stations rather than using modeled climate for point presences, we also consider two presence point data sets using modeled rather than empirical climate statistics.
This 4-point data-set were best fit by a linear, rather than quadratic, regression.
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