Title:
bp-algorithm-and-improve
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Description: This a classic bp algorithm and improved algorithm, mainly the alpha value for bp improvement and the improvement of learning efficiency, and the alpha values for different test, the correct rate can reach 80 percent, of which there are corresponding data set is used for identification of Arabic numerals, in addition to a lab report, an explanation of the bp algorithm ppt, executable and source code in vs2005 running on the test environment, and the original detailed data and statistics, I believe this is your good choice, will help you gain a deeper understanding of the bp algorithm
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File list (Check if you may need any files):
机器学习实验报告
................\BP算法.ppt
................\BP算法的实验报告.doc
................\可执行程序
................\..........\bp_with_alph(100)
................\..........\.................\algorithm_of_BP.exe
................\..........\.................\newhopeWorth.txt
................\..........\.................\newhopeWorthOfTest.txt
................\..........\.................\newSample.txt
................\..........\.................\newSampleOfTest.txt
................\..........\.................\process0.txt
................\..........\.................\process1.txt
................\..........\.................\process2.txt
................\..........\.................\process3.txt
................\..........\.................\process4.txt
................\..........\.................\process5.txt
................\..........\.................\process6.txt
................\..........\.................\process7.txt
................\..........\.................\process8.txt
................\..........\.................\process9.txt
................\..........\.................\runTime.txt
................\..........\bp_with_alph(1000)
................\..........\..................\algorithm_of_BP.exe
................\..........\..................\newhopeWorth.txt
................\..........\..................\newhopeWorthOfTest.txt
................\..........\..................\newSample.txt
................\..........\..................\newSampleOfTest.txt
................\..........\..................\process0.txt
................\..........\..................\process1.txt
................\..........\..................\process2.txt
................\..........\..................\process3.txt
................\..........\..................\process4.txt
................\..........\..................\process5.txt
................\..........\..................\process6.txt
................\..........\..................\process7.txt
................\..........\..................\process8.txt
................\..........\..................\process9.txt
................\..........\..................\runTime.txt
................\..........\bp_with_alph(500)
................\..........\.................\algorithm_of_BP.exe
................\..........\.................\bp_with_alph(500).txt
................\..........\.................\newhopeWorth.txt
................\..........\.................\newhopeWorthOfTest.txt
................\..........\.................\newSample.txt
................\..........\.................\newSampleOfTest.txt
................\..........\.................\process0.txt
................\..........\.................\process1.txt
................\..........\.................\process2.txt
................\..........\.................\process3.txt
................\..........\.................\process4.txt
................\..........\.................\process5.txt
................\..........\.................\process6.txt
................\..........\.................\process7.txt
................\..........\.................\process8.txt
................\..........\.................\process9.txt
................\..........\bp_with_alph_learn(100)
................\..........\.......................\algorithm_of_BP.exe
................\..........\.......................\newhopeWorth.txt
................\..........\.......................\newhopeWorthOfTest.txt
................\..........\.......................\newSample.txt
................\..........\.......................\newSampleOfTest.txt
................\..........\.......................\process0.txt
................\..........\.......................\process1.txt
................\..........\.......................\process2.txt
................\..........\.......................\process3.txt
................\..........\.......................\process4.txt
................\..........\.......................\process5.txt
................\..........\.......................\process6.txt
................\..........\...............
