Machine learning training apparatus and operating method thereof
AssigneeLG Energy Solution, Ltd.
InventorBo Mi LIM
Life of this patent
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Abstract
Provided is a machine learning training apparatus including a data managing unit configured to collect new data, a data analyzing unit configured to extract a feature of data used for generation of a machine learning model and a feature of the new data, and a determining unit determining whether a number of pieces of the new data is less than a reference number and determining whether to apply the new data to the machine learning model using different methods according to the number of pieces of the new data.
Claims14
A machine learning training apparatus, comprising:
- a data managing unit configured to collect new data;
- a data analyzing unit configured to extract a feature of data used for generation of a machine learning model and a feature of the new data;
- and
- a determining unit configured to:
- determine whether a number of pieces of the new data is less than a reference number, and
- determine whether to apply the new data to the machine learning model using different methods according to the number of pieces of the new data.
An operating method of a machine learning training apparatus, the operating method comprising:
- collecting new data;
- extracting a feature of data used for generation of a machine learning model and a feature of the new data;
- determining whether a number of pieces of the new data is less than a reference number;
- and
- determining whether to apply the new data to the machine learning model using different methods according to the number of pieces of the new data.
Dependencies are inferred from the claim text.