Datasets·Education·rmp_attendence

RateMyProfessor — attendance DV

RMP: Attendance mandatory . PsyProxy quantitative evaluation. The excerpts reflect a diverse range of student experiences and opinions regarding their professors and courses, highlighting themes of teaching effectiveness , classroom dynamics , and student engagement . Many comments emphasize the importance of attendance and participation, as students often find that success in exams heavily relies on lecture content and the ability to follow the professor's instructions. The tone varies significantly, with some praising professors for their supportive and engaging teaching styles, while others express frustration over disorganization or a lack of clarity in instruction. Recurring topics include the balance between academic rigor and support, the role of humor in teaching, and the impact of a professor’s personality on the learning environment. Overall, the dataset reveals a complex landscape of student perceptions shaped by individual teaching styles and course structures. [Summary on 50 random texts by ChatGPT 4o Mini].

Distribution of Attendance mandatory (yes vs no)
1
2
1.14 at floor483,882 at ceiling
1,623,759
items
324,752
holdout n
Attendance mandatory (yes vs no)
target
Binary
kind
4
systems compared
Criterion validity

Reported holdout systems from the verified card

Binary classification uses FVE 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
SystemFamilyVariantFVEAUCF1Primary scale
psyproxyPsyProxy — Technology Lens v0.5 · 800d
PsyProxypermissive0.0370.6320.124
psyproxyPsyProxy — Health Lens v0.9 · 1100d
PsyProxypermissive0.0340.6260.103
psyproxyPsyProxy — Behavioral Sciences Lens v0.5 · 1000d
PsyProxypermissive0.0300.6180.086
psyproxyPsyProxy — Sociology Lens v0.5 · 1000d
PsyProxypermissive0.0290.6170.069