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Confusion Matrix for SonoBat version used in this study
Confusion Matrix for SonoBat version used in this study
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Figshare
2025-04-01 更新
2026-04-28 收录
蝙蝠声学识别
分类模型评估
数据链接：
https://figshare.com/articles/dataset/Confusion_Matrix_for_SonoBat_version_used_in_this_study/28708234
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资源简介：
Confusion Matrix for SonoBat version used in this study
应用场景：
创建时间：
2025-04-01
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Confusion matrix of the proposed models compared to the traditional method.
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Classification accuracy for LOO cross-validation combined with different models and arrangements.
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Results for configurations D or and for D2V vector size: 32, 64, 128, or 256. Highlighted in bold is the best result for each configuration.
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Results of the ROC Analysis.
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ROC = receiver operating characteristic; AUC = area under the curve.Results of the ROC Analysis.
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Confusion matrix of the model after the optimization process of data-augmentation hyperparameters.
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Confusion matrix of the model after the optimization process of data-augmentation hyperparameters.
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Standard Deviations of classification results for external cross validation with J48 and their average performance results for each metric.
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Standard Deviations of classification results for external cross validation with J48 and their average performance results for each metric.
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