| 1. | The new formula to compute the thresholds are proposed for any cases . 3
本文给出了所有可能情况下，支持向量机中决策函数阈值的求解公式。 |
| 2. | ( 6 ) test using decision function . further more , the experimental results are satisfying
( 6 )在每个子集所在离散空间用相应的决策函数进行分类。 |
| 3. | In some cases , the usual methods for determining the thresholds of decision functions in svms do not work
在部分情况下，支持向量机无法利用现有的公式计算决策函数的阈值。 |
| 4. | The concept of the basic spectral residual is presented , a detection decision function is constructed and a simple strategy for fault detection is provided . this provide a valid way to detect the faults occurred in the variable frequency drives . 4
提出了基本谱残差概念，定义了决策函数，给出了一种简单的故障决策策略，为电动机变频调速系统的故障检测或状态监控提供了一种有效途径。 |
| 5. | Subsequently , i will establish the simple forecast model ( sfm ) to solve the stock price forecast problem . then i seriate the decision function in the progress of svm , accordingly the simple forecast arithmetic ( sfa ) , which is used to solved the sfm , will be developed
随后对股票预测问题建立了简单预测模型,并将支持向量分类算法求解过程中的决策函数连续化,从而建立了求解简单预测模型的简单预测算法。 |
| 6. | This paper describes the rule of group communication as the relationship between agents and the way individual adjusting their own opinion as agent decision - making function , and with the help of multi - agent organization simulation model , analyses influence of group characteristics and group communication policies on eventual group opinion patterns
摘要通过将群体沟通的规则和意见调整的方式，抽象成为多智能体组织中的智能体相互作用关系和个体决策函数，通过构建多智能体模型，模拟分析了群体不同的沟通特性和沟通策略对群体沟通最终意见模式的影响。 |
| 7. | Classification and decision - making function is established to solve the product instance . the minimum weighted distance classifier and the maximum system similarity classifier is designed to enhance the precision of classification . the minimum risk decision - making based on system similarity is founded to minimize the loss brought by decision - making
针对机械产品实例建立分类决策函数，设计了最小加权距离分类器和最大系统相似度分类器，在保证适用范围的前提下提高分类的精度，并提出基于系统相似度的最小风险决策，确保决策带来的损失最小。 |
| 8. | We adopt another fault diagnosis method for the checking of polluted mycelia in the microbiological fermentation process . the method combines nonlinear principal components analysis technology with support vector machines to construct multi - layer support vector machines . the multi - layer support vector machines are able to extract main monitoring variables from many process variables , also obtain decision function with excellent generalization performance from limited samples of fault
在这里采用了另一种故障诊断方法，即把主元分析同支持向量机结合起来，这样既可以从过多的监测变量中提取出主要的监测变量，又可以从有限的故障样本得到具有较强推广能力的决策函数。 |
| 9. | The convergence of the pnn decision rule for the bayesian decision rule is proved with probability . an explicit formulation of pnn generalization ability is proposed . and the accuracy rate of a classification network is explained as the maximum likelihood estimation of the generalization ability
证明了pnn的决策函数依概率收敛于贝叶斯决策函数;给出了pnn的推广能力表达式;证明了一个分类网络的测试集正确率是该网络推广能力的极大似然估计;给出了分类网络中需要的测试集数目表达式;证明了pnn推广能力不大于由贝叶斯决策所带来的正确识别率 |
