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training robust » training process (Expand Search), providing robust (Expand Search), training results (Expand Search)
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Predictive Analysis of Mushroom Toxicity Based Exclusively on Their Natural Habitat.
Published 2025“…The dataset was stratified into training (80%) and testing (20%) sets. Multiple SVM models were trained and evaluated, including configurations with linear and RBF (Radial Basis Function) kernels. …”
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Supplementary Material 8
Published 2025“…</li><li><b>XGboost: </b>An optimized gradient boosting algorithm that efficiently handles large genomic datasets, commonly used for high-accuracy predictions in <i>E. coli</i> classification.…”