Results 21 to 30 of about 3,096,410 (281)
Demographic Factors Improve Classification Performance [PDF]
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2015 Extra-linguistic factors influence language use, and are accounted for by speakers and listeners. Most natural language processing (NLP) tasks to date, however, treat language as uniform. This assumption can harm performance. We investigate the effect of including demographic information on performance in a variety of text-classification tasks. We find
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Relating reinforcement learning performance to classification performance [PDF]
Proceedings of the 22nd international conference on Machine learning - ICML '05, 2005 We prove a quantitative connection between the expected sum of rewards of a policy and binary classification performance on created subproblems. This connection holds without any unobservable assumptions (no assumption of independence, small mixing time, fully observable states, or even hidden states) and the resulting statement is independent of the ...
John Langford, Bianca Zadrozny
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Identification of wood defect using pattern recognition technique
IJAIN (International Journal of Advances in Intelligent Informatics), 2021 This study proposed a classification model for timber defect classification based on an artificial neural network (ANN). Besides that, the research also focuses on determining the appropriate parameters for the neural network model in optimizing the ...
Teo Hong Chun +6 more
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Research on Urea-related Deposit in the Exhaust Pipe of SCR System
MATEC Web of Conferences, 2019 At present, numbers of commercial vehicles equipped with SCR system have been observed to generate deposit on exhaust pipe wall after operation for a certain time. Deposits can be hardly dissolved in water and decomposed by heating.
Zhu Neng, Lv Lin, Chen Shi
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Decision-Refillable-Based Two-Material-View Fuzzy Classification for Personal Thermal Comfort
Applied Sciences, 2022 The personal thermal comfort model is used to design and control the thermal environment and predict the thermal comfort responses of individuals rather than reflect the average response of the population.
Zhaofei Xu +6 more
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Classification Performance of a Novel Hydraulic Classifier Equipped with a W-Shaped Reflector
Separations, 2022 In the present research, we propose the use of a novel hydraulic classifier equipped with a W-shaped reflector to enhance classification performance. The effects of the structural dimensions of a W-shaped reflector on the flow field of a classifier and ...
Yuekan Zhang +3 more
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A study of hierarchical and flat classification of proteins [PDF]
, 2008 Automatic classification of proteins using machine learning is an important problem that has received significant attention in the literature. One feature of this problem is that expert-defined hierarchies of protein classes exist and can potentially be ...
Buchwald, Fabian +3 more
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Performance Measures in Discrete Supervised Classification
, 2021 The evaluation of results in Cluster Analysis frequently appears in the literature, and a variety of evaluation measures have been proposed. On the contrary, in supervised classification, particularly in the discrete case, the subject of results’ evaluation is relatively scarce in this field of the literature.
Ferreira, A. S., Marques, A.
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Optimised one-class classification performance
Machine Learning, 2022 Submitted version of ...
Oliver Urs Lenz +2 more
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Cooperative co-evolution of GA-based classifiers based on input increments [PDF]
, 2007 Genetic algorithms (GAs) have been widely used as soft computing techniques in various applications, while cooperative co-evolution algorithms were proposed in the literature to improve the performance of basic GAs.
Guan, SU, Zhu, F
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