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record linkage unsupervised learning

Started May 25 0 Replies

I am building Matching Alogoritm using ML.Project is to match Internal customer data with external customer data.Features are names,address,city,state and zip.We create pairs between data sets and…Continue

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vishal dutt posted a discussion

record linkage unsupervised learning

I am building Matching Alogoritm using ML.Project is to match Internal customer data with external customer data.Features are names,address,city,state and zip.We create pairs between data sets and calculate cosine similarity and then pass cosine values for all features pairs to Gaussian Mixture model.We started with 2 cluster, with expectation of one match cluster and one no match cluster.But ML does not build one match cluster and matches are in both the clusters.Before passing to ML, i use…See More
May 26

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BIG Data Architect
Field of Expertise
Business Analytics, BI
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Technical
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Director
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