RELEVANCE, REDUNDANCY, AND COMPLEMENTARITY TRADE-OFF (RRCT): A PRINCIPLED, GENERIC, ROBUST FEATURE-SELECTION TOOL

Relevance, redundancy, and complementarity trade-off (RRCT): A principled, generic, robust feature-selection tool

Summary: We present a new heuristic feature-selection (FS) algorithm that integrates in a principled algorithmic framework the three key FS components: relevance, redundancy, and complementarity.Thus, we call it relevance, redundancy, and complementarity trade-off (RRCT).The association strength between each feature and the response and between fea

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Dynamical stability of slip-stacking particles

We study the stability of particles in slip-stacking configuration, used to nearly double proton beam intensity at Fermilab.We introduce universal area factors to calculate the available phase click here space area for any set of beam parameters without individual simulation.We find perturbative solutions for stable particle trajectories.We establi

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Assessing the health impacts of parenthood on people with cystic fibrosis: the HOPeCF prospective cohort protocol

Introduction People with cystic fibrosis (CF) are living longer and healthier lives with a growing number considering 730 sunken lake road and pursuing parenthood.The decision of whether to become a parent is complex for people with CF, and CF is a major factor in reproductive decision-making.Unfortunately, in people with CF who become parents, the

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