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RESEARCH PRODUCT

Polish is quantitatively different on quartzite flakes used on different worked materials [Python analysis]

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This upload includes the following files related to the Python analysis:     1.    Raw data as a XLSX table (processing-quartzite-final-2020-04-29.xlsx) is the output from R Script #1 (see https://doi.org/10.5281/zenodo.3979139), even though the filename is slightly different. Plus, for each analysis (full and restricted datasets), included in the corresponding ZIP archive:     2.    Jupyter notebooks of the analysis (Classification_RandSplitFeature_Revision_VXX.ipynb) rendered to HTML file (Classification_RandSplitFeature_Revision_VXX.html)     3.    Dataframe including the artificially filled datapoints     4.    Output of the analysis as PDF:     •    Confusion matrices ("CM")     •    Decision trees on selected features ("DecisionTreeSel")     •    Balanced accuracy vs. maximum depth ("depth")     •    Mutual information ("MI")     •    Pairplots of selected features ("pairplot")     •    Performance on training sets ("performance") Instructions to download all files at once are given here: https://doi.org/10.5281/zenodo.4011952