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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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| Publicado no: | Mach Learn Knowl Discov Databases |
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| Main Authors: | , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2013
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| Assuntos: | |
| Acesso em linha: | 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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