Datasets and Evaluation
Overview of ImageCLEF 2018: challenges, datasets and evaluation
... The number of registrations could be interpreted as the initial interest that the community has for the evaluation. However, it is a bit misleading because several persons from the same institution might register, ...
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Overview of ImageCLEF 2018: Challenges, Datasets and Evaluation
... The number of registrations could be interpreted as the initial interest that the community has for the evaluation. However, it is a bit misleading because several persons from the same institution might register, ...
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Cross validating Image Description Datasets and Evaluation Metrics
... the evaluation metrics, again using LOOCV, to investigate how image descriptions vary within and across datasets and how well the evaluation metrics capture ...specific datasets does yield ...
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The dialogue breakdown detection challenge: Task description, datasets, and evaluation metrics
... In this paper, we present how we designed the task, pre- pared the datasets, and conceived the evaluation metrics for the challenge. The event was held in October 2015 and there were six participants. We ...
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Building Evaluation Datasets for Consumer Oriented Information Retrieval
... Figure 1 gives a summary of the CLEF eHealth tasks over the years. The information retrieval task of the campaign has pro- vided the research community with benchmarks for evalu- ating consumer-centered health ...
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Word Embedding Evaluation Datasets and Wikipedia Title Embedding for Chinese
... barely evaluation sets with large enough amount of data for Chinese word ...several evaluation sets for Chinese word embedding on both word similarity task and analogical task via translating some existing ...
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Remixing Entity Linking Evaluation Datasets for Focused Benchmarking | www.semantic-web-journal.net
... benchmark datasets provided with GERBIL are anno- tated with all types of entities including organizations, events, ...objective evaluation would be to manually filter a dataset to only contain persons and ...
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Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction
... tasks, datasets, evaluation met- rics and scores from a set of published scientific papers in PDF format, in order to reconstruct the leaderboards for various ...two datasets in the NLP domain to ...
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Global scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling
... P datasets to understand their respective advantages and limitations (see reviews by Gebremichael, 2010; Maggioni et ...P datasets using hydrological modeling, by comparing simu- lated and observed values ...
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Exploring the Hidden Challenges Associated with the Evaluation of Multi-class Datasets using Multiple Classifiers
... imbalanced datasets be ...multi-class datasets which present more challenges when compare to binary class datasets in machine ...performance evaluation of a classification model for ...
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Population and administrative datasets for research & evaluation
... Summarize and report data related to population demographics, health status and utilization of health services. Endeavor to support research and.[r] ...
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Building Evaluation Datasets for Cultural Microblog Retrieval
... build datasets that will help research centered on the use cases above, we can foresee new research challenges that could be investigated with our dataset: cultural events are often facing a big data chal- lenge: ...
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Building evaluation datasets for cultural microblog retrieval
... media feedback about the event using social media . Social media is becoming a core component of communi- cation for any event, either professional or cultural. Mining and organizing the information surrounding a cul- ...
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Benchmarking Zero shot Text Classification: Datasets, Evaluation and Entailment Approach
... Entailment approach. Our Definition-Wild challenges the system design – how to develop a 0 SHOT - TC system, without accessing any task-specific labeled data, to deal with labels from diverse aspects? In this work, we ...
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The FLORES Evaluation Datasets for Low Resource Machine Translation: Nepali–English and Sinhala–English
... any evaluation set in which the range of scores among the three reviewers was above 30 points, and requested a fourth rater to break ties, by replacing the most diverging translation rating with the new ...
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COMPREHENSIVE EVALUATION AND INTERPRETATION OF PCA ON MULTIPLE DATASETS
... 6 CONCLUSION Dimension reduction was brought in to overcome the problem of dimensionality when dealing with high dimensional data. Principal component analysis is used as a tool for reducing the number of variables in ...
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Performance evaluation of Apache Mahout for mining large datasets
... large datasets, computation could be divided into independent chunks to be executed in parallel and then the partial results could be merged into a final ...
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Tracking performance evaluation on PETS 2015 Challenge datasets
... quantitative evaluation of a tracking system on PETS 2015 Challenge datasets using well-established performance ...The evaluation results are presented on the provided sequences of both ARENA and P5 ...
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Shadow detection for mobile robots: Features, evaluation, and datasets
... 6.3. A baseline method Before investigating texture based methods, it is worth trying some simple techniques to call baseline. For this we present global threshold-based methods, by frame and by sequence. Although these ...
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Performance Evaluation of Clustering Algorithm Using Different Datasets
... different datasets namely Abalone, Bankdata, Router, SMS and Webtk dataset using WEKA interface and compute instances, attributes and the time taken to build the ...
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