Title: Recursive-stacking to Improve the Accuracy of Combined Classiiers Author(s) with Address(es): Multiple Submission Statement (if Applicable): N/a

نویسندگان

  • David W. Fan
  • Salvatore J. Stolfo
  • Philip K. Chan
چکیده

(250 word maximum): We analyze the mechanism of stacking and point out the connict problem. Two methods to reduce connicts are discussed and their equivalence is established. We propose the Recursive-Stacking Algorithm to solve connicts and demonstrate its eeectiveness using two artiicial data sets and two real world data sets.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

کیفیت گزارش مطالعات کوهورت پرستاری و مامایی براساس بیانیه STROBE

  Background & Aim: Transparent and appropriate reporting of studies facilitates critical appraisal, application and combination of findings. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement, is a relatively new statement in order to improve the quality of reporting of observational studies. The present study aimed to assess the quality of reporting nu...

متن کامل

Effect of combined mental and physical training on the targeting accuracy of patients with multiple sclerosis

Multiple Sclerosis (MS) is a chronic disease of the central nervous system, and is cause of motor deficits and physical disability in young adults. This study aimed to determine the effect of combined mental and physical training on the targeting accuracy of patients with MS. This study was conducted on 41 patients with MS (31 women and 10 men) aged 20-50 years, the members of the MS society. T...

متن کامل

Effective Calculation of Multiple Solutions of Mixed Convection in a Porous Medium

This paper considers an important model of boundary value problem with a condition at infinity namely combined free and forced convection over a plane of arbitrary shape embedded in a fluid-saturated porous medium; this model admits dual solutions, and uses a technique, which is to some extent modification of homotopy analysis method (HAM), in order to obtain dual solutions analytically with hi...

متن کامل

Assessment of Adherence of Diagnostic Accuracy Studies Published in Radiology Journals to STARD Statement Indexed in Web of Science, PubMed & Scopus in 2015

Rationale and Objective: The objective of this study is to evaluate the methodological adherence of diagnostic accuracy studies published in radiology journals, which were indexed in different databases with the STARD standard guide 2015.Materials and Methods: The different databases were searched in order to find suitable journals. Among 84 English radiology journals, 31 journal were selected ...

متن کامل

Application of Recursive Least Squares to Efficient Blunder Detection in Linear Models

In many geodetic applications a large number of observations are being measured to estimate the unknown parameters. The unbiasedness property of the estimated parameters is only ensured if there is no bias (e.g. systematic effect) or falsifying observations, which are also known as outliers. One of the most important steps towards obtaining a coherent analysis for the parameter estimation is th...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007