chemical-ceramic
OpenML dataset with id 42915
Author name not available (Why is that?)
Full work available at URL: https://api.openml.org/data/v1/download/22045547/chemical-ceramic.arff
Upload date: 19 May 2021
Dataset Characteristics
Number of features: 19 (numeric: 17, symbolic: 0 and in total binary: 0 )
Number of instances: 88
Number of instances with missing values: 0
Number of missing values: 0
Author: Ziyang He, Maolin Zhang, Haozhe Zhang Source: UCI - 2019 Please cite: Paper
Chemical Composition of Ceramic Samples Data Set
The energy dispersive X-ray fluorescence (EDXRF) was used to determine the chemical composition of celadon body and glaze in Longquan kiln (at Dayao County) and Jingdezhen kiln. Forty typical shards in four cultural eras were selected to investigate the raw materials and firing technology. We hope to identify chemical elements that are strongest explanatory variables to classify samples into different cultural eras and kilns.
Attribute information
- Ceramic.Name: name of ceramic types from Longquan and Jindgezhen
- Part: a binary categorical variable ('Body' or 'Glaze')
- Na2O: percentage of Na2O (wt%)
- MgO: percentage of MgO (wt%)
- Al2O3: percentage of AI2O3 (wt%)
- SiO2: percentage of SiO2 (wt%)
- K2O: percentage of K2O (wt%)
- CaO: percentage of CaO (wt%)
- TiO2: percentage of TiO2 (wt%)
- Fe2O3: percentage of Fe2O3 (wt%)
- MnO: percentage of MnO (ppm)
- CuO: percentage of CuO (ppm)
- ZnO: percentage of ZnO (ppm)
- PbO2: percentage of PbO2 (ppm)
- Rb2O: percentage of Rb2O (ppm)
- SrO: percentage of SrO (ppm)
- Y2O3: percentage of Y2O3 (ppm)
- ZrO2: percentage of ZrO2 (ppm)
- P2O5: percentage of P2O5 (ppm)
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