[{"_1":2,"_78":-5,"_79":-5},"loaderData",{"_3":4},"lang-word",{"_5":6,"_21":22,"_67":68,"_73":74},"entry",{"_7":8,"_9":8,"_10":-5,"_11":12,"_13":14,"_15":16,"_17":18,"_19":20},"headword","supervised","slug","pronunciation","type","adjective","complexity","simple","totalCollocations",2,"avgFrequency",6,"languageVariants",[],"categories",[23],{"_24":25,"_9":26,"_27":28},"name","ADJECTIVE + NOUN","adjective-noun","collocations",[29,58],{"_30":31,"_32":33,"_9":34,"_35":36,"_37":38,"_39":40,"_45":46,"_57":-5},"collocation","training","phrase","supervised training","supervised-training","usage","A type of machine learning where an algorithm learns from data that has been manually labeled with the correct outcomes.","label","","frequency",{"_41":42,"_43":44},"score",7,"perMillion",10.2,"examples",[47,48,49,50,51,52,53,54,55,56],"The supervised training process requires a large dataset.","This model was developed using supervised training on labeled images.","We opted for supervised training to ensure accuracy in classification.","The effectiveness of the algorithm depends heavily on the quality of the supervised training data.","Researchers are exploring new methods for supervised training to improve performance.","Unlike unsupervised learning, supervised training uses explicit feedback.","The supervised training phase is crucial for the model to learn patterns.","Implementing supervised training can be computationally intensive.","The system benefits from continuous supervised training to adapt to new information.","Many commercially successful AI applications rely on supervised training.","translation",{"_30":59,"_32":60,"_9":61,"_35":62,"_37":38,"_39":63,"_45":66,"_57":-5},"release","supervised release","supervised-release","The conditional release of a prisoner before the completion of their sentence, under the oversight of a parole officer.",{"_41":64,"_43":65},5,2.5,[],"relatedEntries",{"_69":70,"_71":72},"asSubject",[],"asObject",[],"serverTranslations",{"_34":75},{"_32":76,"_35":77},"überwachtes Training","Eine Art des maschinellen Lernens, bei der ein Algorithmus aus Daten lernt, die manuell mit den korrekten Ergebnissen gekennzeichnet wurden.","actionData","errors"]