Rank features using logistic regression coefficients

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Quick Overview

This question evaluates understanding of feature scaling, interpretation of logistic regression coefficients as feature importance, and awareness of how regularization and tie-breaking can affect coefficient-based rankings.

Rank features using logistic regression coefficients

Company: Roblox

Role: Data Scientist

Category: Machine Learning

Difficulty: easy

Interview Round: Online Assessment

Overview: This question evaluates understanding of feature scaling, interpretation of logistic regression coefficients as feature importance, and awareness of how regularization and tie-breaking can affect coefficient-based rankings.

Read the full Roblox Data Scientist interview experience this question came from

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Roblox
Oct 3, 2025
easyData ScientistOnline AssessmentMachine Learning
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