Small Sample Discrimination and Professional Performance Assessment

机译：小样本歧视和专业绩效评估

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Class overlapping and small sample class sizes, a situation not infrequent in practical settings, can make very difficult the successful construction of a classification system. In this paper we will address this question by means of a new procedure, which we call Nonlinear Discriminant Analysis (NLDA), for classifier construction in such cases and that combines the excellent approximation properties of the well known Multilayer Perceptrons with the target-free classical discrimination technique of Fisher's Analysis. Besides a short description of NLDA fundamentals, we will give an illustration of its use in a practical problem, the assessment ofprofessional performance of insurance salespersons.

机译：类别重叠和样本类别小，这在实际环境中并不罕见，这可能会很难成功构建分类系统。在本文中，我们将通过一种称为非线性判别分析（NLDA）的新程序来解决此问题，该程序用于此类情况下的分类器构造，并将众所周知的多层感知器的出色逼近特性与无目标经典算法结合在一起Fisher分析的判别技术。除了对NLDA基本原理的简短描述之外，我们还将举例说明NLDA在实际问题中的使用，即评估保险销售人员的专业绩效。

著录项

来源
《Engineering applications of bio-inspired artificial neural networks》|1999年|p.558-566|共9页
会议地点 Alicante(ES);Alicante(ES)
作者
David Aguado; Jose R.Dorronsoro; Beatriz Lucia; Carlos Santa Cruz;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类自动化技术、计算机技术;
关键词

相似文献

外文文献
中文文献
专利

1. Operational risk assessments by supply chain professionals: Process and performance [J] . Frits Tazelaar, Chris Snijders Journal of operations management . 2013,第1a2期

机译：供应链专业人员的运营风险评估：流程和绩效
2. Massage Therapists Team With Pediatric Cardiology Professionals to Examine the Effects of Massage on Exercise Performance and Heart/Lung Function in a Sample of Children With and Without Heart Disease. [J] . Massage Therapy Foundation Contributor Massage Today . 2011,第07期

机译：按摩治疗师团队与儿科心脏病专家合作，研究了有无心脏病儿童样本中按摩对运动表现和心/肺功能的影响。
3. The Assessment of Physiotherapy Practice tool provides informative assessments of clinical and professional dimensions of student performance in undergraduate placements: a longitudinal validity and reliability study [J] . Alan Reubenson, Leo Ng, Daniel F Gucciardi Journal of physiotherapy . 2020,第2期

机译：物理疗法实践工具的评估为学生表现的临床和专业维度提供了信息评估：纵向有效性和可靠性研究
4. Small Sample Discrimination and Professional Performance Assessment [C] . David Aguado, Jose R.Dorronsoro, Beatriz Lucia, International work-conference on artificial and natural neural networks . 1999

机译：小型样本歧视和专业绩效评估
5. The development of an instrument to measure projected attributions in performance assessments for library professionals. [D] . Gedeon, Julie Ann. 2002

机译：开发一种用于测量图书馆专业人员绩效评估中预期归因的工具。
6. Correction to Report of the 2016-17 Academic Affairs Standing Committee:Entrustable Professional Activities Implementation RoadmapCorrectionto Student Self-Assessment and Faculty Assessment of Performance in anInterprofessional Error Disclosure Simulation Training Program [O] . 2017

机译：对2016-17学务常务委员会报告的更正：委托专业活动实施路线图纠正学生自我评估和教师绩效评估专业间错误披露模拟培训计划
7. ASCLS Annual Meeting 2017: Official Abstracts of Submitted Papers, Case Studies and PostersEffective Incorporation of Performance Standards in Quality Control SystemsSubmandibular ZygomycosisRisk Management and Quality Control in Mass SpectrometryThe Significance of the Laboratory in the Work Up and Monitoring of Seemingly Independent Illnesses That In Fact Were InterrelatedThe Education Gap in Clinical MicrobiologyValidation of an Allelic Discrimination Assay for Drug MetabolismDevelopment of a High Resolution Melt Curve Assay to Detect Sickle Cell DiseasePhytochemical Effects on Bacterial BiofilmField Evaluation of Onsite Monitors for Surface Contamination by 5-fluorouracilComparison of Test Results for IHC, FISH and NGS when Screening for Molecular MarkersSevere Factor VII Deficiency in a NewbornValidation of Vysis LSI ALK and ROS1 Break Apart FISH ProbesA Prospective Study of Patients Diagnosed with Sarcoidosis: Nutrition, Health Assessment and Environmental ExposuresAssessment of Intake of Cinnamon Supplements on Hemoglobin A1c Levels in Pre-DiabeticsNGS Testing Helps to Identify New Treatment Opportunities for Advanced Solid Tumor Cancers Driven by Molecular AlterationsCause and Concern for Patients with B- cell Lymphoproliferative DisordersOral Presentation AbstractsInpatient Utilization of Point of Care Glucose Concomitant TestingWhat is That Bug in My Blood?Effects of Blood Banking Advanced Technology Practice Prior to Clinical Rotations on Clinical Laboratory Science Student OutcomesPlanting Your Lab Garden with Your OWN Seeds: A Novel Approach to the Laboratory Professional Shortage [O] . Selom Agboyi, Sean Ahrens, Zoe C. Brooks, 2017

机译：ASCLS年会2017年会议：提交文件的官方摘要，案例研究和女性效应融合在质量控制系统中的性能标准中的性能标准，质量光谱测定的质量控制在实际上的实验室中实验室的重要性，实际上是相互关联的疾病临床微生物术中的教育差距对高分辨率熔融曲线的药物代谢测定的等位基因辨别测定，以检测镰状细胞疾病对在IHC，鱼和NG的测试结果的表面污染的细菌生物膜对细菌污染物的评价。筛选分子标志物缺乏因子VII缺乏含量的流体LSI alk和ROS1分裂诊断患者的患者术语术后预期研究：营养，健康评估和环境曝光量表在糖尿病患者测试中的血红蛋白A1C水平的摄入量有助于确定通过分子改变驱动的先进实体肿瘤癌的新治疗机会，并且对B细胞淋巴抑制性疾病患者的患者的担忧伴随着护理点伴随的葡萄糖伴随测试的患者我的血液中的虫子？血库先进技术实践的影响在临床实验室科学学生临床旋转之前，用自己的种子将实验室花园脱颖而出：一种新的实验室专业短缺方法

Small Sample Discrimination and Professional Performance Assessment

摘要

著录项

相似文献

相关主题

期刊订阅