Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  study streaming data where the true labels come with a delay. The question is whether the online nearest neighbour classifier (IB2 and IB3 here) should employ the unlabelled data. Three strategies are examined: do-nothing, replace and forget. Experiments with 28 data sets show that IB2 benefits from unlabelled data, while IB3 does not.
['Ludmila I. Kuncheva', 'J.S. Sanchez']
I am writing a research paper on a idea Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling
[{"from": "human", "value": "I am writing a research paper on a idea Nearest Neighbour Classifiers for Streaming Data with Delayed Labelling"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  study streaming data where the true labels come with a delay. The question is whether the online nearest neighbour classifier (IB2 and IB3 here) should employ the unlabelled data. Three strategies are examined: do-nothing, replace and forget. Experiments with 28 data sets show that IB2 benefits from unlabelled data, while IB3 does not."}]