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ABSTRACT: Decision tree is an effective supervised learning method for solving classification and regression problems. This article combines the Pearson correlation coefficient with the CART decision ...

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Major Finding: ID3 promotes Kupffer cell phagocytosis of tumor cells and immune effector cell recruitment. Concept: ID3-mediated inhibition of ELF1 and E2A binding to SIRPA augments the antitumor ...

Abstract: Among various classification algorithms, ID3 is one of the most widely used and well-known tools that generates an efficient decision tree. Nevertheless, ID3 is too rigorous in generating ...

ABSTRACT: The information gained after the data analysis is vital to implement its outcomes to optimize processes and systems for more straightforward problem-solving. Therefore, the first step of ...