ProteinLocationPredictor / Classification_Reports /ESMC-300m - Support Vector Machine_classification_report.csv
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Update model evaluation metrics and classification reports for improved accuracy
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,Cellwall,Cytoplasmic,CytoplasmicMembrane,Extracellular,OuterMembrane,Periplasmic,accuracy,macro avg,weighted avg
precision,0.8260869565217391,0.9794238683127572,0.9726247987117552,0.9003831417624522,0.9408284023668639,0.815028901734104,0.9621974435681262,0.9057293449016118,0.9622014817178194
recall,0.6129032258064516,0.99581589958159,0.9292307692307692,0.8935361216730038,0.8688524590163934,0.88125,0.9621974435681262,0.8635980792180346,0.9621974435681262
f1-score,0.7037037037037037,0.9875518672199171,0.950432730133753,0.8969465648854962,0.9034090909090909,0.8468468468468469,0.9621974435681262,0.8814818006164681,0.961806189217868
support,31.0,2390.0,650.0,263.0,183.0,160.0,0.9621974435681262,3677.0,3677.0