Information processing system, information processing method, and recording medium
AssigneeNEC Corporation
InventorsDaniel Georg ANDRADE SILVA, Itaru HOSOMI
Life of this patent
Estimating the term…
Abstract
Provided is an information processing system to accurately predict performance of a classifier to the number of samples of labeled data. A training system 100 includes an extraction unit 120 and an estimation unit 130. The extraction unit 120 extracts a reference data set that is similar to a target data set, from one or more reference data sets. The estimation unit 130 estimates a performance of a classifier assuming that the classifier is trained with labeled data in the target data set, by using the extracted reference data set, and outputs the estimated performance.
Claims9
An information processing system comprising:
- a memory storing instructions;
- and
- one or more processors configured to execute the instructions to:
- extract a reference data set that is similar to a target data set, from one or more reference data sets;
- and
- estimate a performance of a classifier assuming that the classifier is trained with labeled data in the target data set, by using the extracted reference data set, and output the estimated performance.
An information processing method comprising:
- extracting a reference data set that is similar to a target data set, from one or more reference data sets;
- and
- estimating a performance of a classifier assuming that the classifier is trained with labeled data in the target data set, by using the extracted reference data set, and outputting the estimated performance.
A non-transitory computer readable storage medium recording thereon a program causing a computer to perform a method comprising:
- extracting a reference data set that is similar to a target data set, from one or more reference data sets;
- and
- estimating a performance of a classifier assuming that the classifier is trained with labeled data in the target data set, by using the extracted reference data set, and outputting the estimated performance.
Dependencies are inferred from the claim text.