Srikanth K S
Lead Data Scientist
Sling Media (DISH)
location_on India
Member since 3 years
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Srikanth K S
Specialises In
Around 9 years of industry experience in Data Science, Predictive Analytics, Machine learning, Deep learning (Artificial Intelligence) with a background in Statistics, Applied mathematics and Optimization
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Actionable Rules from Machine Learning Models
20 Mins
Demonstration
Intermediate
Beyond predictions, some ML models provide rules to identify actionable sub-populations in support-confidence-lift paradigm. Along with making the models interpretable, rules make it easy for stakeholders to decide on the plan of action. We discuss rule-based models in production, rule-based ensembles, anchors using R package: tidyrules.
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