Datasets·Education·rmp_grade_numeric_rounded

RateMyProfessor — grade DV

RMP: Numeric grade . PsyProxy quantitative evaluation. The excerpts reflect a diverse range of experiences and opinions regarding various professors and their teaching styles, highlighting themes of engagement , difficulty , and student support . Many comments emphasize the importance of attendance and participation, suggesting that success in these classes often hinges on students' commitment to being present and engaged with the material. While some professors are described as caring and supportive , others are criticized for being disorganized, rude, or overly demanding, creating a mixed tone that oscillates between appreciation and frustration. Recurring topics include the balance between lecture clarity and the expectations placed on students, as well as the impact of a professor's personality on the overall learning experience. [Summary on 50 random texts by ChatGPT 4o Mini].

Distribution of Numeric grade
1
2
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5
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7
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9
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13
8,747 at floor323,986 at ceiling
1,623,759
items
324,752
holdout n
Numeric grade
target
Continuous
kind
4
systems compared
Criterion validity

Reported holdout systems from the verified card

Continuous regression uses as the task-primary metric. Secondary columns keep the companion metrics visible so binary, ordinal, regression, and multiclass cards are not compared through one flattened score.

Model-family mix
PsyProxy · 4
SystemFamilyVariantRMSEMAEPrimary scale
psyproxyPsyProxy — Technology Lens v0.5 · 800d
PsyProxypermissive0.1796.354.63
psyproxyPsyProxy — Sociology Lens v0.5 · 1000d
PsyProxypermissive0.1636.414.69
psyproxyPsyProxy — Health Lens v0.9 · 1100d
PsyProxypermissive0.1616.424.70
psyproxyPsyProxy — Behavioral Sciences Lens v0.5 · 1000d
PsyProxypermissive0.1606.424.69