. . . . "Barbara Magagna" . . "classification models" . . "score" . . "iadopt-variable-20260323T101847-16" . . . "LLM-proposed preferred label is stored in skos:prefLabel. The alternative label is generated from the simple-entity formula." . "range: 0 to 1 composition: harmonic mean of precision and recall score of classification models type: classification models condition: imbalanced datasets" . "The F1 score is a robust machine learning evaluation metric for classification models that acts as the harmonic mean of precision and recall. Ranging from 0 to 1, it provides a balanced performance score, especially valuable when dealing with imbalanced datasets where accuracy is misleading. A high F1 score indicates high precision (few false positives) and high recall (few false negatives) simultaneously." . "F1 score" . . . . . . . . "range: 0 to 1" . . . "type: classification models" . . . "composition: harmonic mean of precision and recall" . . . "condition: imbalanced datasets" . . . . "Barbara Magagna" . "2026-03-23T10:48:24.615Z"^^ . . . . . . . . . . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAzymtTYCOhZMR6OcAN9w2t82zy6tPY5UkyFAEyxdvUUFaHciaH4dxdSgrCXdg8GoZIOW7wQEJGtom7D1fkFOfVFVgLb4wApmPen87msSXoAN1yPeDEkD4BFQ+GanBFQxqebpmgjF9tLIkZFziShWQrAyBOqy4K44YCYq/l94FIdRZGabV9IAngZwydWh2TBBBahuwsysHulhkdgiedWKl75mdsYgDzHlAJz4BnQ8Az9w+k7LnwQDPvThTZJtt+dFAW/y1M3WKzf+9biSlLgbHtRWYI6Z9ovetZi8vWiW2lpiCvyfGKNIgP+Q38D1i3gJEPQnj+iK8Nw9LLHhg8bV+yQIDAQAB" . "R9tN8SADoXEGvZdknn2MfeYEyr6yYgVOpsELUAggFIrVndfCQBi1lBotuZ4esS6GWCmEf+ZxwZ3DNrFW73/D+e/gpQVcZUkgXRoxYOw/7z7GdFnCVi+ifPSVclb3i3RXVT4/qh6gA3teQhTAVJ/7UqfMfzz31vsXXwf1BWhws72OFSnbZk1wCk4Kd8oUCHNK+tE90hgqoNda5FPUQXi2Xmbvk7eZasLJMdaGIQWEDJoZe4dDShC9/k3F/biwcYmrKnPl9rjT/BZythAQ+PEBmkiomJ/WU0r1KrkDJgQ4nDwdnng/0agwZFglVZQCvD43a5/P3p9EaKw33O8hl/AdRg==" . . .