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Methods of image classification with advantages, disadvantages, and utilized datasets.
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The silhouette coefficient scores for different algorithms at various levels.
منشور في 2025الموضوعات: "…hierarchical clustering algorithm…"
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Data Sheet 1_KDDC: a new framework that integrates kmers, dataset filtering, dimension reduction and classification algorithms to achieve immune cell heterogeneity classification.d...
منشور في 2025"…</p>Results and Discussion<p>By comparing various kmer length combinations across seven different classification algorithms, we found that B cell receptor-based cellsubset classification outperforms T cell receptor-based classification, achievingan average AUC of over 96%. …"
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ML algorithms used in this study.
منشور في 2025"…Six machine learning algorithms, including Random Forest, were applied and their performance was investigated in balanced and unbalanced data sets with respect to binary and multiclass classification scenarios. …"
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Reinforcement learning in image classification: Feature extraction and categorization process.
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The flowchart of QLDE algorithm.
منشور في 2025"…This paper proposes a customer segmentation framework within the realm of digital marketing, which integrates a reinforcement learning-based differential evolution algorithm with <i>K</i>-means clustering using dimensionality reduction techniques to address challenges in the customer segmentation process. …"
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