This platform is a research compedium of our academic publication submitted (the information will be available after reviews).
The platform provides the following materials:
- PToPI.xlsx: Periodic Table of (Binary-Classification) Performance (Evaluation) Instruments (open with Microsoft Excel™)
- PToPI.dot, PToPI_NonRedundantMetricsOnly.dot, and PToPI.pdf: Dependency graph codes and outputs for 57 performance measures and metrics (Graphviz file). You can try dot files online at (https://edotor.net)
An exploratory table (PToPI) presents the novel concepts introduced from multi-perspective analysis of 57 binary-classification performance instruments (29 measures and 28 metrics with 12 variant and parametric instruments). It is like a "periodic table of elements" in chemisstry.
Please, refer to online data (will be available after review) providing comprehensive findings
Note: Please, cite our article if you would like to use and/or adapt the code, datasets, methodology, and other materials provided and let us know. Thank you for your interest. Be aware that the exploratory table/tool PToPI by Gürol Canbek is licensed under CC BY-NC-ND 4.0. You can use PToPI for personal purposes or academical studies by giving a citation to the article above. See the "license for use" in the spreadsheet file.