SMBench: No-code Benchmarking of Learning-based Entity Matching
Dataset
D1. Fodors-Zagats (Restaurants)
D1. Fodors-Zagats (Restaurants)
Select one of nine datasets that are popular in the literature
Filtering Algorithm
Random Splitter
Random Splitter
Which Filtering method to use for generating the candidate pairs
Filtering Recall
The minimum acceptable recall, against which we maximize precision
Negative Pairs Ratio
The number of negative instances per positive one in the candidate pairs generated by Random Splitter
Matching Algorithm
DeepMatcher
DeepMatcher
Which Verification method to apply to the candidate pairs
Matching Epochs
A numbers of epochs to run
Email
We will notify when training is complete, it may take some time
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