Method and system for performing machine learning process

There is provided a method and system for performing a machine learning process. The system comprises: a data collection unit for continuously collecting prediction data, a real result collection unitfor continuously collecting real results of the prediction data, a model automatic training unit for...

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Hauptverfasser: WANG MIN, XU YUN, TAO XUEJUN, SUN YUE, LI HAN, QIAO SHENGCHUAN, TANG JIZHENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:There is provided a method and system for performing a machine learning process. The system comprises: a data collection unit for continuously collecting prediction data, a real result collection unitfor continuously collecting real results of the prediction data, a model automatic training unit for generating an updating training sample based on the collected prediction data and a correspondingreal result according to a configured model updating scheme and continuously obtaining an updated machine learning model by utilizing the updating training sample, and a service providing unit which is used for selecting an online machine learning module for providing an online prediction service from the machine learning models according to the configured model application scheme, and in responseto a prediction service request including the prediction data, providing a prediction result for the prediction data included in the prediction service request using the online machine learning model. 提供了一种用于执行机器学习过程的方法和系统,所述系