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Comparison between some of linear classification models with practical application
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Linear discriminant analysis and logistic regression are the most widely used in multivariate statistical methods for analysis of data with categorical outcome variables .Both of them are appropriate for the development of linear  classification models .linear discriminant analysis has been that the data of explanatory variables must be distributed multivariate normal distribution. While logistic regression no assumptions on the distribution of the explanatory data. Hence ,It is assumed that logistic regression is the more flexible and more robust method in case of violations of these assumptions.

In this paper we have been focus for the comparison between three forms for classification data belongs two groups when the response variable with tow categorise only.

The first form is the linear discriminant function ,The second is the probability form which it is derivative as alternative for the linear discriminant function while the third form is the probability function model. Of the logistic regression the comparison between these methods is based on measure of the probability  of misclassification .We show that the results of the  probability form  of the logistic regression has minimum probability of misclassification through the application on the data of two types of (leukemia).

 

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Publication Date
Fri Jan 02 2009
Journal Name
Political Sciences Journal
العلوم السياسية بين الطرح النظري والبعد العملي
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العلوم السياسية بين الطرح النظري والبعد العملي

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Publication Date
Tue May 15 2012
Journal Name
مجلة الاداب الجزء الثاني\ اللسانيات –اللغات الاجنبية
العدد: دراسة مقارنة بين اللغة الاسبانية والعربية.
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العدد: دراسة مقارنة بين اللغة الاسبانية والعربية.

Publication Date
Fri Apr 01 2016
Journal Name
Al–bahith Al–a'alami
The Electronic Advertising War Among the International Trading Companies
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The use of the word “war” alone raises horror and fear in the hearts of the recipients, especially if this war aimed at human’s life, his health and his future. It is the electronic advertising war among rival international companies that use cyberspace to create fear and horror in the hearts of the recipients because it connects the use of the product with human’s death or serious illness.
The problem of this research sheds light on the new uses of cyberspace which fucked by international companies to strike the interests of each other by displaying the defects of their products and its negative impact on citizen’s life. Despite the fact that those wars have opposed strongly, there are supporters for those wars. Their argu

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Publication Date
Mon Apr 29 2019
Journal Name
Arab Science Heritage Journal
التشوهات التشوهات الخلقية للأجنة بين الماضي والحاضر
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Muslim doctors have long spared no effort in diagnosing the various embryonic diseases that have afflicted the fetus since its early days in his mother's womb. The most important of these

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Publication Date
Tue Nov 06 2018
Journal Name
Arab Science Heritage Journal
تأصيل مصطلح الاشتقاق ما بين القدماء والمحدثين
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The study of political thought of Seyyed Mohammad Bahar Al-Oloom had considered as a guide of Islamic scientific, social and political character. He is a person from great family which rich in religion, scientific and intellectual heritage containing great history. He concerns with history of Iraq, and what this family had presented more victims of their members for home Iraq.

Seyyed Mohammad Bahar Al-Oloom affected in intellectual environment of honest Najaf, he would bear the legal responsibility to refuse all anti-Islamic movements enhancing the role of (Hawza) toward this side.

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Publication Date
Wed Feb 01 2006
Journal Name
Political Sciences Journal
جدلية العلاقة بين الديمقراطية - المواطنة والمجتمع المدني
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جدلية العلاقة بين الديمقراطية - المواطنة والمجتمع المدني

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Publication Date
Mon Dec 01 2008
Journal Name
Political Sciences Journal
أصل التفاوت في الاتجاهات السياسية بين الناس
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أصل التفاوت في الاتجاهات السياسية بين الناس

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Publication Date
Sun Jan 01 2023
Journal Name
The Egyptian Journal Of Hospital Medicine
Association of Microrna-153-3p Expression in Response to Treatment with Imatinib in Patients with Chronic Myeloid Leukemia
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The study aimed to establish the association of miR-153-3p expression with treatment response to IM in CML patients. Sixty CML patients were included and divided into two groups consistent with their response to treatment whether sensitive or resistant to IM. Ten healthy normal participants were enrolled as control group. RNA was extracted from serum to work out miR-153-3p expression utilizing real-time quantitative reverse transcription polymerase chain reaction. The primers were supplied by Macrogen Inc. Twenty seven patients were sensitive to imatinib and 33 were resistant to imatinib. The ratio of male to female was 1.14:1. The bulk (58%) of patients were within the age range of 41-60 years. Weight and gender did not significantly diffe

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Publication Date
Wed Jun 30 2021
Journal Name
Journal Of Economics And Administrative Sciences
Impact Kaizen Budget to reducing costs and continuous improvement the operations: study in General Company for Light Industries
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The budget represents a critical accounting tool used for planning and control. It is considered a measure of the results expected to occur.

This study aims to identify the impact of the Kaizen Budget in reducing costs and continuous improvement on the General Company's operations for Light Industries. The research idea is based on the fact that preparing the budget based on constant improvement supports the higher management of people, processes, materials, and production methods, thus enabling them to manage and reduce their costs.

Research results that the prepared budget suffers from many shortages that limit the materials' usefulness for management

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Publication Date
Thu Dec 31 2020
Journal Name
Journal Of Accounting And Financial Studies ( Jafs )
تطبيق برنامج مقترح لتدقيق عمليات استكشاف الموارد المعدنية وتقييمها على وفق متطلبات معيار الابلاغ المالي رقم (6)
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Review of the research and the reality of the costs of the survey and exploration in the oil exploration company The study showed the effect of the application of standard financial reporting (6) "mineral resources exploration and evaluation" on the financial statements, have touched on a range of problems, the most important deficiencies in the disclosure of information relating to expenses of research and exploration that must be show Kmugod and which should be recognized as an expense in the financial statements of the company based on the international standard (6) for the purpose of knowing the financial situation of the company, and to find solutions presented researcher hypothesis is the following: that the Company's application s

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