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Tag: towards

  • Making Smarter Bets: Towards a Winning AI Strategy with Probabilistic Thinking

    Making Smarter Bets: Towards a Winning AI Strategy with Probabilistic Thinking Practical guidance on identifying opportunities, managing product portfolios, and overcoming behavioral biases The post Making Smarter Bets: Towards a Winning AI Strategy with Probabilistic Thinking appeared first on Towards Data Science. Chinmay Kakatkar Go to original source

  • Towards understanding the bias in decision trees

    Towards understanding the bias in decision trees arXiv:2501.04903v1 Announce Type: new Abstract: There is a widespread and longstanding belief that machine learning models are biased towards the majority (or negative) class when learning from imbalanced data, leading them to neglect or ignore the minority (or positive) class. In this study, we show that this belief…