sample reduction strategy for svm large-scale training data set using pso

using fast global clustering algorithm to extract chemical engineering modeling's training data

一种快速全局聚类算法应用于化工建模的数据提取

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the model achieved high accuracy in both training data set and test data set.

模型在训练数据集和测试数据集上都达到了较高的准确率。

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first, the data is randomly divided into training data and test data.

首先把数据随机地分成训练数据和检验数据。

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it does not need training data;

频偏估计过程不需要训练序列；

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training data are gained through fem modeling and experimental data.

训练数据通过有限元建模和实验数据得到。

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construction method for training data set in classification algorithm of support vector machines

支持向量机分类算法中训练样本集的构造方法

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the most important part of work is labelling the training data.

其中最重要的一部分工作就是对训练数据进行标注。

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study on image annotation based on web training data

基于互联网数据集的图像标注技术研究

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the fuzzy evaluating method was used to construct training data.

该模型采用模糊综合评价算法构造训练样本集。

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a chinese text classification system based on dynamic training data set

一种动态调整训练集的中文文本分类系统

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new method of svm learning with large scale training data

大规模训练数据的支持向量机学习新方法

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design and application of management and analysis system of diving training data

跳水训练数据管理与分析系统设计与应用

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the result on synthetic data show that the two velocity analysis methods introduced in this paper obtain a higher resolution in time and velocity compared with conventional velocity estimation factors.

这样就可以将地面地震的速度分析方法引入VSP中。理论模型计算结果表明，文中提出的两种速度分析方法比常规速度分析方法具有更高的分辨率。

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the results of the experiments applied to both synthetic data and real-world images validate that the algorithm has better robustness to outliers and noise.

实验结果表明了模拟数据和真实图像实验均表明该算法对出格点和噪声具有相对较好的鲁棒性。

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finally, synthetic data, karate and political books data sets are used to test the algorithm to demonstrate the feasibility and effectiveness of this method.

最后，分别利用人工合成数据、空手道俱乐部网络数据和政治书籍网络数据进行了测试，说明了本文算法的可行性和有效性。

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the processing results of synthetic data with different wavelet phase and real data show that the method is feasible and promising in improving the resolution of seismic data.

不同相位地震子波的理论模型和野外实际地震资料的处理结果表明，该方法对于提高地震资料的分辨率具有可行性和应用潜力。

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the results of trial application to synthetic data and real seismic records show that the new interpolation algorithm is very fast, effective and easy to implement.

合成数据及实际地震记录的试处理结果表明，这种新的内插算法非常快速、有效，且易于实施。

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examples based on synthetic data show that posteriori probability analysis for matched field inversion can be conducted effectively by the proposed parallel optimization algorithm.

匹配场反演仿真算例表明，该算法能有效对反演结果进行概率分析。

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experiments of synthetic data and real data show that ada stacking is more effective to enhance snr than cmp stacking.

理论数据和实际数据的实验结果表明，ADA叠加可得到很好的改进效果。

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the feasibility of simultaneous p-and ps-wave avo inversion is tested on synthetic data.

数值模拟结果证明了P波和PS波AVO联合反演的可行性。

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