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Fernandosr85/adaption-math-misconception-match

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-math_misconception_match This dataset contains pairs of math problems, student wrong answers, and candidate misconceptions. The task is to determine if the specific misconception logically explains the student's error. Each sample provides the question context, the incorrect response, and a labeled classification of 'MATCH' or 'NO_MATCH'. Dataset size There are 19,996… See the full description on the dataset page: https://huggingface.co/datasets/Fernandosr85/adaption-math-misconception-match.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-mathmisconceptionmatch

This dataset contains pairs of math problems, student wrong answers, and candidate misconceptions. The task is to determine if the specific misconception logically explains the student's error. Each sample provides the question context, the incorrect response, and a labeled classification of 'MATCH' or 'NO_MATCH'.

Dataset size

There are 19,996 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 21.4%.

Domain

  • —Academic-education (96%)
  • —Math (4%)

Language

  • —English (100%)

Tone

  • —Analytical (100%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/a17ddbaf-4aba-4150-88ba-94a756d84c71.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0c9c2c9f-1f8f-41de-bf30-1783c00ffc9b.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/eff49631-5286-4ae3-a099-67b78d56d39a.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />