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Forget The Hops, AI Bots Could Brew Your Next Favorite Beer

For this research, they tapped 250 commercial Belgian beers across 22 different beer styles representing a variety of alcohol levels. ....

United States , Norm Peterson , Paul Lilly , Nature Communications , Forget The Hops , Gradient Boosting , Apple Lindemans , Artificial Intelligence ,

Key insights into Salvia miltiorrhiza roots for medicinal plant breeding

Key insights into Salvia miltiorrhiza roots for medicinal plant breeding
phys.org - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from phys.org Daily Mail and Mail on Sunday newspapers.

Junfeng Chen , Roots Reveals Associations , Root Traits , Bioactive Components , Rhizovision Explorer , Total Length , Surface Area , Volume Range , Total Surface , Random Forest , Gradient Boosting , Plant Phenomics ,

Medicare Program; Contract Year 2025 Policy and Technical Changes to the Medicare Advantage Program, Medicare Prescription Drug Benefit Program, Medicare Cost Plan Program, and Programs of All-Inclusive Care for the Elderly; Health Information Technology Standards and Implementation Specifications

Medicare Program; Contract Year 2025 Policy and Technical Changes to the Medicare Advantage Program, Medicare Prescription Drug Benefit Program, Medicare Cost Plan Program, and Programs of All-Inclusive Care for the Elderly; Health Information Technology Standards and Implementation Specifications
insurancenewsnet.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from insurancenewsnet.com Daily Mail and Mail on Sunday newspapers.

District Of Columbia , United States , Puerto Rico , Republic Of , Montgomery County , Rhode Island , New Mexico , New York , New Hampshire , New Jersey , Glenn Flores , Naseem Tarmohamed , Joe Strazzire , E John Orav , Josef Figueroa , Sara Klotz , Kristy Nishimoto , Kelley Ordonio , Ziad Obermeyer , Carly Medosch , Xavier Becerra , Hunter Coohill , Lauren Brandow , Lala Tanmoy Das , Alexander Baker , Ali Labaf ,

Study: AI Can Tell if You're Stoned by Reading Your Smartphone Data

Study: AI Can Tell if You're Stoned by Reading Your Smartphone Data
hightimes.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from hightimes.com Daily Mail and Mail on Sunday newspapers.

United States , Stevens Institute Of Technology , Stevens Institute , Alcohol Dependence , Sang Won Bae , Gradient Boosting ,

"Machine learning in the boardroom: Gender diversity prediction using b" by Haroon ur Rashid Khan, Waqas Bin Khidmat et al.

This paper addresses the crucial issue of boardroom diversity and proposes a novel approach utilizing machine learning to predict gender diversity on the boards of Chinese publicly-traded companies from 2008 to 2017. The study employs tree-based boosting with under-sampling as the machine learning technique. Various tree-based boosting techniques are utilized, and the evaluation is based on accuracy, precision, recall, F1 scores, and ROC scores. The findings reveal that extreme Gradient Boosting (XGBoost) with undersampling outperforms other models in terms of predictive performance. Moreover, the paper extracts interpretable principles in the form of if-else statements from the model to enhance its interpretability. This approach contributes to achieving corporate governance goals by promoting board gender diversity using machine learning techniques. ....

Gradient Boosting , Chinese Companies , Corporate Governance , Data Imbalance , Gender Diversity , Machine Learning , Reebased Boosting ,