The ActiveCrowdToolkit: an open-source tool for benchmarking active learning algorithms for crowdsourcing research
| Autor: | Matteo Venanzi, Oliver Parson, Alex Rogers, Nick Jennings |
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| Jazyk: | angličtina |
| Rok vydání: | 2015 |
| Popis: | We present an open-source toolkit that allows the easy comparison of the performance of active learning methods over a series of datasets. The toolkit allows such strategies to be constructed by combining a judgement aggregation model, task selection method and worker selection method.The toolkit also provides a user interface which allows researchers to gain insight into worker performance and task classification at runtime. |
| Databáze: | OpenAIRE |
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