Similarly, on Monk1 dataset, we observe that the proposed method yields higher accuracy than info gain and reliefF only with decision trees and random forest, whereas KNN gives a slightly low classification accuracy on the proposed method.
The folks there already think about this kind of thing all the time, they strive for better ways of improving the accuracy of the info on their site.
We observed no adverse effects on the accuracy of the Impute2 info metrics, although for rare variants we did observe a few instances with large deviations between the predicted and observed quality.
Data entry was checked for consistency and accuracy using the Epi-Info software, version 6.04, and the analysis was conducted using the Statistical Package for the Social Sciences, version 8.0.
Data were collected on a data form, entered onto an excel spreadsheet, checked for accuracy, then analysed using Epi-info 2002 (United States Department of Health and Human Services, Centres for Diseases Control and Prevention, Epidemiology Program Office) and Review Manager (RevMan) [Computer program] version 4.2 for Windows.
To minimize errors related to data entry, data were double-entered, verified for accuracy and correctly entered using Epi Info (Version 3.5.1, 2008, Centers for Disease Control and Prevention, Atlanta, GA).
Data collected was cross checked for completeness and accuracy before being entered into Epi info version 3.5.1 and exported to Microsoft Access for further re-coding.
The reductions observed in imputation accuracy were relatively minor, from 98.4% with an INFO score threshold of 0.9 to 95.5% with an INFO score threshold of 0.5.
I sent this info to his family, and his mother verified the accuracy of my vision.
Data were double-entered using Epi Info software (Centers for Disease Control and Prevention, Atlanta, GA, USA) and checked for completeness and accuracy prior to export to analysis.
The completed questionnaires were coded and the data were double-entered in Epi-Info version 6.01 software (Centers for Disease Control and Prevention, Atlanta GA, United States of America) to ensure accuracy and integrity of the data.
