Evaluating Trust Prediction and Confusion Matrix Measures for Web Services Ranking
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DOI: 10.1109/access.2020.2994222
Abstract: To accurately rank various web services can be a very challenging task depending on the evaluation criteria used, however, it can play an important role in performing a better selection of web services afterward. This… read more here.
Keywords: trust prediction; web; confusion matrix; web services ... See more keywords
MLCM: Multi-Label Confusion Matrix
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DOI: 10.1109/access.2022.3151048
Abstract: Concise and unambiguous assessment of a machine learning algorithm is key to classifier design and performance improvement. In the multi-class classification task, where each instance can only be labeled as one class, the confusion matrix… read more here.
Keywords: multi label; confusion matrix; performance;
Prediction model of algal blooms using logistic regression and confusion matrix
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Electrical and Computer Engineering"
DOI: 10.11591/ijece.v11i3.pp2407-2413
Abstract: Algal blooms data are collected and refined as experimental data for algal blooms prediction. Refined algal blooms dataset is analyzed by logistic regression analysis, and statistical tests and regularization are performed to find the marine… read more here.
Keywords: logistic regression; confusion matrix; prediction; algal blooms ... See more keywords
Confusion matrix for the artificial neural network (ANN) validation.
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DOI: 10.1371/journal.pone.0227317.s026
Abstract: Columns show expected behaviours known from observation, rows show behaviours assigned by the ANN. Values on the diagonal (bold) represent behaviours assigned correctly. All values off the diagonal are incorrect assignments that show which behaviours… read more here.
Keywords: confusion matrix; neural network; matrix artificial; ann validation ... See more keywords