Experimental results on UCI data sets and dataset of brain glioma show that MIEE improves the classification performance and prediction ability on the imbalanced dataset.
在UCI数据集和大脑胶质瘤数据集上的实验结果表明新算法提高了分类器在不均衡数据集上的分类性能和预报能力。
A series of CSTR's were employed to simulate tubular reactor, being supplemented by checking with five sets of experimental temperature profiles.
模型以反应器的分析为依据,用一系列连续搅拌式反应釜逼近管式反应器,并以五组实验温度分布作了校正。
Statistical analysis of experimental data on mixing properties showed that no systematic error exist among the sets of data.
本文还对试验数据进行了数学统计分析证明试验数据组间不存在系统误差。
The experimental result which uses the data sets of KDDCUP99 shows that this approach has better detection rate and false positive rate, and can detect unknown intrusions efficiently.
用KDDCUP99数据集进行仿真实验,实验结果表明,该方法具有较好的检测率和误警率,能够有效检测未知入侵。
This method does not rely on gene sequence or protein structure homologies, and it can be applied to any organism and a wide variety of experimental data sets.
这个方法不依赖于基因的序列或者是蛋白的同源结构,它能够适用于任何的生物体和大量的实验数据集。
Both simulated and experimental data sets were investigated by the method. It was proved that the method is a convenient tool for resolution of overlapping chromatograms.
对模拟信号和实验信号的处理结果表明,该方法可方便地用于多组分重叠色谱信号的解析。
In order to test the assessment of the performance of Bayesian classifier, and compare different experimental data sets is essential.
为了测试评估贝叶斯分类器的性能,用不同数据集进行对比实验是必不可少的。
Based on experimental models, the paper sets up three-dimensional steady heat transfer and flow physical model and mathematical model on a three polluting heat sources after simplification.
本文在实验模型的基础上,经简化建立了有三个污染源的置换通风三维稳定传热、流动的物理模型和数学模型。
The neural network results using more than 100 experimental data sets can supply the required precision for loose part localization in NPPs.
经过对10 0多次实验数据的学习,发现神经网络计算结果能够满足核电站松动件定位精度要求。
Experimental results show the effectiveness and robustness of this cluster validity function by three data sets.
通过三组数据对这个聚类有效性函数的判决功能和鲁棒性进行了对比研究。
This paper developed two sets of control experimental apparatus for process equipment in order to meet the experimental teaching and study for the Major of Process Equipment & Control Engineering.
针对过程装备与控制工程专业实验教学与科研的需要,建设开发了两套过程装备控制实验装置。
The experimental results of sets of different images show that quantitative evaluation result for the fusion performance is in accord with the visual perception effect of the fused images.
多组不同类型图像的融合实验表明,对融合性能的定量评价结果与融合后图像的视觉效果相吻合。
The present study sets up an automatic analytical system for body composition measurement by the experimental method.
采用实验法建立了自动化身体成分测试分析系统。
Experimental results on UCI data sets show that the proposed method has good performance on accuracy issue and faster computing speed than C4.5 algorithm.
基于UCI数据的实验结果表明,与C4.5算法相比,该方法不仅具有比较好的判决精度,而且具有更快的计算速度。
The experimental results on several UCI data sets illustrate the effectiveness of the proposed algorithm.
对几个UCI的数据集的测试实验结果显示出新算法的优良性能。
Experimental results of UCI data sets show that the proposed method has good performance on accuracy issue and the computational speed is heightened greatly.
基于UCI数据的实验结果表明,该方法不仅具有比较好的判决精度,而且具有更快的计算速度。
Based on experimental test data, sets up dynamic equation of thermal dimerisation of C5 dicyclopentadiene, and regresses relative parameters.
以试验数据为依据,建立了C5馏分cpd热二聚反应过程的动力学方程,并对相关参数进行了回归。
Experimental results show that the framework can process multi-dimensional visualization analysis on large data sets with the number of rows up to tens of millions.
实验结果表明,该框架能在高达千万条记录级的数据上进行多维可视化分析。
Experimental results show that the framework can process multi-dimensional visualization analysis on large data sets with the number of rows up to tens of millions.
实验结果表明,该框架能在高达千万条记录级的数据上进行多维可视化分析。
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