Metadata
Technology & Computer Science Graduate Remember Easy-
Subject
Technology & Computer Science
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Education level
Graduate
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Cognitive goals
Remember
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Difficulty estimate
Easy
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Tags
machine learning, evaluation metrics, precision, recall, f1-score, roc auc
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Number of questions
5
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Created on
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Generation source
Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini
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License
CC0 Public domain
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Prompt
Assess graduate students' ability to recall and accurately define core classification evaluation metrics—accuracy, precision, recall (sensitivity), F1-score (harmonic mean of precision and recall), and ROC AUC—covering their formulas, interpretive meanings, threshold dependence, typical use cases (e.g., class imbalance, ranking), and basic trade-offs.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.