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This article presents an approach to designing an adaptive, data dependent, committee of models applied to prediction of several financial attributes for assessing company's future performance.
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Classification of the draft genomes assembled from the fiber-adherent microbial community from cow rumen was performed with a voting committee of multiple models with different settings for the penalty parameter C that performed comparably well.
The attorney general is also thinking of setting up a central committee of relief agencies, modeled after Oklahoma City, that would meet regularly to review the database and decide, victim by victim, how to distribute the money.
Hameed added how she was proud to have had a diverse variety of models, designers, and committee members who worked to show Cambridge is not only about academic prowess, but imagination, creativity, and fun.
High value of correlation coefficient, i.e., 0.97338 proves the robustness of committee machine modeling Open image in new window Fig. 3 Cumulative probability of error distribution for committee machine model meant to estimate saturation pressure.
Small values of mean and standard deviation (STD) reveal high performance of committee machine modeling.
A total of 17 ANN committee models were developed using up to 17 of the most significant peaks in the training set (P<0.0123).
The majority vote of our ANN committee models correctly predicted 16 HCC patients and 18 non-HCC patients giving 94% sensitivity (95% confidence interval 73 99%, calculated according to Wilson, 1927) and 86% specificity (95% confidence interval 65 95%).
According to Joseph Scarpulla, a Huntington architect who is co-chairman of the committee, the model building would incorporate "all the new technology that is out there for green architecture," like solar photovoltaic panels, which convert sunlight into electricity.
Animal model was approved by the ethics committee of Alexandria University, Egypt, with authorization to publish on relevant data (STDF grant 489).
The classification of the blind test set was made according to the majority decision of the six best committee models.
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