Search results for "Arbiter"
showing 2 items of 2 documents
Civil Society in the 2004 Romanian Elections: Watchdog, Involved Arbiter or Political Actor?
2010
Abstract Civil society has proven outstanding capacities of involvement in the 2004 general elections in Romania and put a remarkable pressure on the political society. This paper aims to discuss the consequences of such involvement for both the political and civil society. We also investigate the conditions that have favoured a successful challenge of the main political actors by the most visible civic advocacy organizations. Further, we inquire how deep can an actor from the civil society go into the lands of the political society. In the end, we weight the achievements and the failures of civil society’s active involvement in the game of elections.
Arbiter Meta-Learning with Dynamic Selection of Classifiers and its Experimental Investigation
1999
In data mining, the selection of an appropriate classifier to estimate the value of an unknown attribute for a new instance has an essential impact to the quality of the classification result. Recently promising approaches using parallel and distributed computing have been presented. In this paper, we consider an approach that uses classifiers trained on a number of data subsets in parallel as in the arbiter meta-learning technique. We suggest that information is collected during the learning phase about the performance of the included base classifiers and arbiters and that this information is used during the application phase to select the best classifier dynamically. We evaluate our techn…