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Score As You Lift (SAYL): A Statistical Relational Learning Approach to Uplift Modeling
We introduce Score As You Lift (SAYL), a novel Statistical Relational Learning (SRL) algorithm, and apply it to an important task in the diagnosis of breast cancer. SAYL combines SRL with the marketing concept of uplift modeling, uses the area under the uplift curve to direct clause construction and...
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| Published in: | Mach Learn Knowl Discov Databases |
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| Main Authors: | , , , , , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
2013
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4492311/ https://ncbi.nlm.nih.gov/pubmed/26158122 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-642-40994-3_38 |
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