区间型数据(Interval data,ID)是属性特征取值为区间的一类数据,针对区间型数据的分类问题,本文提出一种高斯区间核支持向量机分类模型(Support vector machine based on Gauss interval kernel,GIK_SVM)。该方法引入半宽因子,在区间型...区间型数据(Interval data,ID)是属性特征取值为区间的一类数据,针对区间型数据的分类问题,本文提出一种高斯区间核支持向量机分类模型(Support vector machine based on Gauss interval kernel,GIK_SVM)。该方法引入半宽因子,在区间型数据的中值与半宽度之间进行折中,并据此构造高斯区间核用以衡量两个区间型数据间的相似性,然后用SVM模型进行分类。在人造数据集和真实数据集上的实验结果表明,本文提出的算法对区间数据有更好的分类性能。展开更多
Restriction fragment length polymorphism （RFLP） profiles of the amplified products of Internal Transcribed Spacer （ITS） region of rDNA using four restriction enzymes （Alul, Rsal, HinfI and HhaI） revealed distinc...Restriction fragment length polymorphism （RFLP） profiles of the amplified products of Internal Transcribed Spacer （ITS） region of rDNA using four restriction enzymes （Alul, Rsal, HinfI and HhaI） revealed distinctness of six Indian isolates of Steinernema one each from Maharashtra （IARI-EPN-mh）, Himachal Pradesh （IARI-EPN-hp）, Dehradun （IARI-EPN-dhdl）, Jharkhand （IARI-EPN-jhl） and two from Madhya Pradesh （IARI-EPN-bpll ＆ IARI-EPN-gwll）, when compared with the only native species Steinernema thermophilum. One of the restriction enzyme, Rsal could differentiate all the six species/strains from one another. The three restriction enzymes yielded patterns which were of diagnostic value but Rsal appeared to be the best diagnostic marker for differentiating these isolates. A tree constructed based upon the band sharing amongst the isolates, produced trichotomy which placed strains from Madhya Pradesh and Jharkhand in one group showing 94% homology, one strain from Bhopal （M.P） formed separate clade along with S. thermophilum with 72% similarity. These isolates, from Maharashtra, Himachal Pradesh and Dehradun, showed only 51% similarity with the S. thermophilum by forming separate clade.展开更多
文摘区间型数据(Interval data,ID)是属性特征取值为区间的一类数据,针对区间型数据的分类问题,本文提出一种高斯区间核支持向量机分类模型(Support vector machine based on Gauss interval kernel,GIK_SVM)。该方法引入半宽因子,在区间型数据的中值与半宽度之间进行折中,并据此构造高斯区间核用以衡量两个区间型数据间的相似性,然后用SVM模型进行分类。在人造数据集和真实数据集上的实验结果表明,本文提出的算法对区间数据有更好的分类性能。
文摘Restriction fragment length polymorphism （RFLP） profiles of the amplified products of Internal Transcribed Spacer （ITS） region of rDNA using four restriction enzymes （Alul, Rsal, HinfI and HhaI） revealed distinctness of six Indian isolates of Steinernema one each from Maharashtra （IARI-EPN-mh）, Himachal Pradesh （IARI-EPN-hp）, Dehradun （IARI-EPN-dhdl）, Jharkhand （IARI-EPN-jhl） and two from Madhya Pradesh （IARI-EPN-bpll ＆ IARI-EPN-gwll）, when compared with the only native species Steinernema thermophilum. One of the restriction enzyme, Rsal could differentiate all the six species/strains from one another. The three restriction enzymes yielded patterns which were of diagnostic value but Rsal appeared to be the best diagnostic marker for differentiating these isolates. A tree constructed based upon the band sharing amongst the isolates, produced trichotomy which placed strains from Madhya Pradesh and Jharkhand in one group showing 94% homology, one strain from Bhopal （M.P） formed separate clade along with S. thermophilum with 72% similarity. These isolates, from Maharashtra, Himachal Pradesh and Dehradun, showed only 51% similarity with the S. thermophilum by forming separate clade.
