boosting approach is a kind of machine learning method, and it can establish a strong classifier from many weak classifiers. gradient boosting has been applied to motor imagery classification with higher performances.

firstly, it introduces the gradient boosting theory and the no weight regression algorithm based on this theory, then it presents the experimental results of a practical problem.

首先对以损失函数梯度下降为原理的样本无权值算法进行了阐述，并给出了一个实际问题的仿真结果。

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finally fused feature is input into estimator trained by gradient boosting for prediction result.

最后将融合后的特征输入到梯度boosting中得到预测结果。

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study of nonlinear dynamics and analysis of stochastic gradient boosting in price system

价格系统的非线性动力学研究与随机梯度回归分析

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the result show we can gain an ideal forecasting effect by the way of combination forecasting based on kernel method.

实际的结果表明，基于核方法的组合预测技术能取得较为理想的预测效果。

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the exact expression for the solution and stable numerical algorithm are given based on the reproducing kernel method.

基于再生核方法，温度分布的精确表达式和稳定的数值算法被给出。

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simulating diameter structure: a comparison of nonparametric kernel method, histogram method and diameter list method

直径结构模拟中的核方法与直方图及列点法的比较分析

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kernel method is a powerful machine learning method developed recently. it builds on the statistical learning theory.

核方法是新近发展起来的一种模式识别方法，它的理论基础来自于统计学习理论。

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locality preserving kernel method and its application

局部核方法及其应用

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to solve these problems, the pos filtering and semantic kernel method was introduced.

针对这些问题，引入了词性过滤和语义内核方法。

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as a kernel method, fsk demodulation technique is widely applied in communication systems.

频移键控（FSK）信号在通信系统的广泛应用，使其解调技术也成为一种核心技术。

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energy equation governing the heat exchange is solved by separable kernel method.

用可分核法求解能量控制方程。

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reproducing kernel method for attitude control of the dual-arm space robot

双臂空间机器人姿态控制的再生核解法

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this paper presents a new equating method the kernel method of test equating.

该文介绍了一种新的等值方法-核等值法。

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our ability to solve nonlinear problems because of the use of kernel method has greatly improved.

核方法的使用很大程度上提高了我们解决非线性问题的能力。

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recent years, kernel method develops rapidly in pattern recognition and machine learning community.

近年来，核方法在模式识别与机器学习领域中得到了快速的发展。

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kernel method based spectral angle mapping model and its applications to hyperspectral image segmentation

基于核方法的光谱角制图模型及其在高光谱图像分割中的应用

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procedure innovation: kernel method based marine mesoscale eddies recognition.

方法创新：基于核方法的海洋中尺度涡旋识别算法研究。

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applying nonparametric kernel method to probe the diameter structure of natural forest

非参数核估计在探讨天然林直径结构规律中的应用

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the application of kernel method in characterization of oral mucosa hyperplasia

核密度估计法在口腔粘膜增生性质判别中的应用

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error analysis of solving neutron transport criticality problems using synthetic kernel method

用综合核方法求解中子输运临界问题的误差分析

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