Self-adaptive classifiers
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United States of America Patent
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Oct 11, 2016
Grant Date -
Jul 14, 2016
app pub date -
Jan 12, 2015
filing date -
Jan 12, 2015
priority date (Note) -
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Abstract
Methods and arrangements for reconfiguring an analytics model without retraining the analytics model. A contemplated method includes: providing a cloud-based classifier which performs analytics on input data, the classifier including an analytics model; receiving a first data set at the classifier, wherein the first data set is a training data set; via the analytics model, discovering features in the first data set; receiving a second input data set at the classifier; via the analytics model, discovering one or more new features in the second input data set; and reconfiguring the analytics model, without retraining the analytics model, based on one or more new features discovered in the second input data set. Other variants and embodiments are broadly contemplated herein.
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