共查询到19条相似文献,搜索用时 62 毫秒
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The Support Vector Machine algorithm is sensitive to the choice of parameter settings. If these are not set correctly, the algorithm may have a substandard performance. Suggesting a good setting is thus an important problem. We propose a meta-learning methodology for this purpose and exploit information about the past performance of different settings. The methodology is applied to set the width of the Gaussian kernel. We carry out an extensive empirical evaluation, including comparisons with other methods (fixed default ranking; selection based on cross-validation and a heuristic method commonly used to set the width of the SVM kernel). We show that our methodology can select settings with low error while providing significant savings in time. Further work should be carried out to see how the methodology could be adapted to different parameter setting tasks.Supplementary material to this paper is available in electronic form at http://dx.doi.org/10.1023/B:MACH.0000015879.28004.9b 相似文献
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吕小艳 《数码设计:surface》2008,(1):123-125
设计产品是技术美学的逻辑起点,技术美学是设计产品审美形态的独特视角,它融于产品的构成要素中,成为社会的一种基本审美存在。 相似文献
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Workstations will be integrated with office automation tools to form comprehensive engineering support systems. This special report examines how we can successfully implement such systems. 相似文献
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Effects of Font Size,Stroke Width,and Character Complexity on the Legibility of Chinese Characters 下载免费PDF全文
This study investigated the effects of font size, stroke width, and character complexity on the legibility of Chinese characters. A within‐subjects design experiment was employed. Thirty‐six subjects participated in the experiment and completed the character‐search tasks in the pseudo‐texts. The search time per target character, correct response number, and correct response rate were used to measure the legibility. The results indicated that the font size and character complexity had significant effects on the legibility, while the effect of stroke width was not significant. All the two‐way interactions among the three display factors had significant effects on the legibility. Stroke width is critical to the legibility for characters with high‐level complexity, whereas font size is the critical factor influencing the legibility for characters with low‐level complexity. The combination of 12pt font size and 1:10 stroke width resulted in the best legibility for both character complexity levels. The findings provide useful information for the font design of Chinese texts displayed on a visual display terminal to improve the legibility. 相似文献
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The best choice problem (also known as “the secretary problem”) is one of the classical in stochastic optimization. In this paper, we consider a modification of the classical secretary problem by adding the second player, who can either help the first player to find the best element by a hint or precludes him by imposing some restrictions on the search. Nash equilibrium has been found in the explicit form of mixed strategies for three different types of the game. The asymptotic behavior of diverse numerical quantities associated with the optimal strategies for both players, as the number of objects tends to infinity, has been studied. 相似文献