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METHOD AND DEVICE FOR CALCULATING DISCRETE KERNEL FUNCTION WITH BACKGROUND SELECTION FUNCTION, PROGRAM THEREOF AND RECORDING MEDIUM WITH THE PROGRAM STORED THEREON
METHOD AND DEVICE FOR CALCULATING DISCRETE KERNEL FUNCTION WITH BACKGROUND SELECTION FUNCTION, PROGRAM THEREOF AND RECORDING MEDIUM WITH THE PROGRAM STORED THEREON
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机译:用背景选择功能计算离散核函数,其程序和用其存储的程序记录介质的方法和装置
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摘要
PROBLEM TO BE SOLVED: To permit kernel calculation using a necessary feature by automatically selecting the necessary feature (partial structure) from all possible features without minding the size of a structure.;SOLUTION: A device for calculating a discrete kernel function with a background selection function is provided with a partial structure extraction part 12 for extracting a partial structure u from discrete objects A, B; a chi-square calculation part 13 for calculating a chi-square value on the extracted partial structure u; a feature selection part 14 for selecting an effective feature based on a statistic value on the discrete objects A, B, by comparing the calculated chi-square value with a threshold value; and a kernel calculation part 15 for calculating, by recursive calculation, a kernel value representing the similarity between the discrete objects A, B so that only an effective feature will be added to a final kernel value, by referring to a determination result obtained by the feature selection part 14.;COPYRIGHT: (C)2005,JPO&NCIPI
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