| 发明名称 |
APPARATUS FOR DATA ANALYSIS AND PREDICTION AND METHOD THEREOF |
| 摘要 |
An apparatus and a method for data analysis and prediction, the apparatus including: a data collection unit configured to collect a prediction value derived through a machine learning of input data; a candidate prediction value generation unit configured to generate a candidate prediction value; a rule verification value configured to store one or more rules and verify whether the candidate prediction value violates the one or more rules; and an evaluation unit configured to calculate a fitness of the candidate prediction value according to an error rate of the candidate prediction value with respect to the prediction value and a verification result of the rule verification unit. |
| 申请公布号 |
US2016125299(A1) |
申请公布日期 |
2016.05.05 |
| 申请号 |
US201514926499 |
申请日期 |
2015.10.29 |
| 申请人 |
SAMSUNG SDS CO., LTD. |
发明人 |
LEE Jae Young;SHIN Dong Min;SEO Ji Hyeon;KIM Da Woon |
| 分类号 |
G06N5/04;G06N99/00 |
主分类号 |
G06N5/04 |
| 代理机构 |
|
代理人 |
|
| 主权项 |
1. An apparatus for data analysis and prediction, the apparatus comprising:
a data collection unit configured to collect a prediction value derived through a machine learning of input data; a candidate prediction value generation unit configured to generate a candidate prediction value; a rule verification value configured to store one or more rules and verify whether the candidate prediction value violates the one or more rules; and an evaluation unit configured to calculate a fitness of the candidate prediction value according to an error rate of the candidate prediction value with respect to the prediction value and a verification result of the rule verification unit. |
| 地址 |
Seoul KR |
