1)cost-sensitive learning代价敏感学习
1.5 decision tree as a baseline classifier,which can obtain the prediction model with a minimum error rate based on the assumption that all misclassifications have the same cost,to realize cost-sensitive learning.5决策树算法为基准分类器,融合代价调整方法实现代价敏感学习。
2.This paper proposes two algorithms for age estima- tion by utilizing canonical correlation analysis and cost-sensitive learning.本文基于典型相关分析和代价敏感学习提出了两种年龄估计算法,并在此基础上利用集成技术来提高年龄估计的准确性。
3.The authors briefly review the theory of cost-sensitive learning, and the exist ing cost-sensitive learning algorithms.简要地回顾了代价敏感学习的理论和现有的代价敏感学习算法。
英文短句/例句
1.Research on Classification of Credit Card Holders' Value Based on Cost Sensitive Learning基于代价敏感学习的信用卡客户价值分类研究
2.Application of a cost-sensitive method for churn prediction in telecommunication industry;一种代价敏感学习方法在电信业流失预测中的应用(英文)
3.Customer value segmentation based on cost-sensitive learning基于代价敏感性学习的客户价值细分
4.A Study on Improving Cost-sensitive Learning Based on Decision Trees;改进代价敏感的决策树学习方法研究
5.Research on Optimization of Multi-cost Sensitive Backpropagation Neural Network多代价敏感的反传神经网络优化研究
6.Cost-sensitive method for customer segmentation客户价值细分的代价敏感支持向量机方法
7.Use of New Photochemical-Sensing Membrane in Determination of Hexavalent Chromium新型光化学敏感膜用于六价铬的测定
8.The Study on Learning Algorithm Based on Sensitivity Theory for Madaline Neural Networks;基于敏感性理论的Madaline网络学习算法研究
9.A Study on Correlation between Intercultural Sensitivity and Learning of Culturally Loaded Vocabulary跨文化敏感度与文化负载词汇学习相关性研究
10.Research on Classification Algorithm Based on Cost-sensitive for Intrusion Detection;入侵检测系统中基于代价敏感分类算法的研究
11.Ensemble Classifier Based on Cost-sensitive with Multiple Cost Considerations多维约束下代价敏感集成分类器的研究
12.Cost-sensitive classification strategy for imbalanced datasets of intrusion detection不平衡入侵检测数据的代价敏感分类策略
13.Cost-Sensitive Classification Algorithm Based on Gene Expression Programming基于基因表达式编程的代价敏感分类算法
14.Cost-sensitive support vector machine based on weighted attribute一种基于属性加权的代价敏感支持向量机算法
15.Telecom Customer Churn Prediction Model Based on Cost-sensitive Decision Tree基于代价敏感的决策树的电信离网分析模型
16.Study of telecom customer churn prediction based on cost sensitive SVM基于代价敏感SVM的电信客户流失预测研究
17.Market Analysis Based on Brand Sensitivity and Price Sensitivity;基于品牌敏感和价格敏感的市场细分
18.Impacts of Group Counseling Against Interpersonal Sensitivity;团体训练克服大学生人际敏感效果评价
相关短句/例句
Cost Sensitive Learning代价敏感学习
1.So, the cost sensitive learning theory should be applied to solve the problems related to customer value classificiation.目前代价敏感学习理论没有专门用于客户价值分类的代价敏感模型,同时已有的代价敏感学习理论大都虚拟假定代价矩阵,没能结合行业问题建立代价函数,缺乏可靠的代价函数导致所建的代价敏感算法处于实验阶段而不能真正的用于解决实际问题。
3)cost-sensitive代价敏感
1.A study on over-fitting in cost-sensitive learning代价敏感学习的过度拟合问题研究
2.Since different type of attacks aimed at different computers make different damage, the authors propose the conception of cost-sensitive in alert correlation and judge the alert cost based on Bayesian network, which is inserted into the correlation process.将代价敏感应用于告警相关,运用贝叶斯网络判断告警代价,将考虑代价的部分放入整个相关框架中,以减少告警相关的时间,提高响应速度。
3.By improving the encode/decode methods and taking different misclassification cost into account, this paper concerns a new cost-sensitive algorithm called CSC-GEP based on Gene Expression Programming (GEP).针对这一问题,通过改进编解码方法以及在适应度函数中集成样本的不同误分类代价,提出了一种基于基因表达式程序设计的代价敏感分类算法(CSC-GEP),并在三个UCI数据集上对该算法进行了测试,实验结果表明CSC-GEP是一种有效的代价敏感分类算法。
4)Cost Sensitive代价敏感
1.Cost Sensitive Support Vector Machines Applied in Medical Treatment;代价敏感支持向量机在医疗诊断中的应用
2.Study of telecom customer churn prediction based on cost sensitive SVM基于代价敏感SVM的电信客户流失预测研究
3.In this paper,a spam filtering method based on cost sensitive SVM is proposed.该文提出一个基于代价敏感支持向量机的垃圾邮件过滤方案,通过为正类和负类训练样本设置不同的错误惩罚系数对分类器进行训练,在保证较高的垃圾邮件召回率的前提下,尽可能降低正常邮件的误判率(假阳性率)。
5)Multicost Sensitive多代价敏感
6)cost-sensitive diagnosis代价敏感诊断
延伸阅读
代价①购买物品所付出的钱：这件皮衣代价不小。②比喻为某种目的而付出的物力或精力。
