five

A didactical dataset to learn supervised classification with candy

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Mendeley Data2024-05-10 更新2024-06-27 收录
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https://zenodo.org/records/10014609
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A didactical dataset to learn supervised classification It was obtained from university level students measuring candy that was mixed and distributed in bowls to them. The goal of this dataset creation was to expose the students to the data taking process. Further, the dataset is meant for classification. Dataset Structure The dataset consists of 6 csv files: peanuts.csv represents the entire dataset (a concatenation of all group?.csv files) omitting the sample column peanuts_all.csv represents the entire dataset (a concatenation of all group?.csv files) files matching group[1-5].csv represent the measurements of each group Data Representation Each file contains 5 columns. color, int values, 0: white, 1: black, 2: brown, 3: other shape, int values, 0: irregular, 1 round, 2: lens-like height, float values, in millimeter width, float values, in millimeter label, category, peanut/nopeanut For more information on the didactical background, see the original publication that presented the concept for this activity.
创建时间:
2023-10-26
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