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多核交叉验证

资 源 简 介

The higher speed is the eternal pursuit of any chemometric algorithm. In order to take full advantage of the multi-core processor"s computing resources (the prevailing current of personal computer) and accelerate the time-consuming algorithms in chemometrics, a novel multi-core computing method is introduced. Leave one-out cross-validation is taken as an example to show the powerful capability of the multi-core computing. The comparison results show that the execution time drops rapidly with the increasing number of computing cores, which demonstrates that the multi-core computing is a promising tool for solving computingintensive and data-intensive problems in chemometrics.

文 件 列 表

parallelcrossvalidation20081021
NIR corn data
PI32621
PI13164
pcv
op
Makefile
.rwmat.cpp.swo
.rwmat.cpp.swp
.test.cpp.swp
200810191912.txt
200810201426.txt
200810211827.txt
core1.m
core2.asv
core2.m
core3.asv
core3.m
core4.m
event.txt
final.txt
l.mat
l.txt
LOOCV.m
m.mat
m.txt
out.mat
outpls.mat
pca.m
pcapredict.m
pcv.cpp
pcv.o
result.asv
result.m
stat.txt
untitled2.m~
vl.mat
vl.txt

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