PROVIDING BALANCED TRAINING DATA

PROVIDING BALANCED TRAINING DATA

Two competing machine learning based models, a first model for generating synthetic data, and a second model for classifying input data to synthetic data and real data, are trained by training the second model until its accuracy meets a preset rule, and then the first model is trained. After trainin...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: KHATRI, Vikramajeet, HOJJATINIA, Sina, SUBRAMANYA, Tejas, MONSHIZADEH, Mehrnoosh, AGGARWAL, Chaitanya
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Two competing machine learning based models, a first model for generating synthetic data, and a second model for classifying input data to synthetic data and real data, are trained by training the second model until its accuracy meets a preset rule, and then the first model is trained. After training the first model, training of models is repeated until an end criterium is met.