{ "data_id": "212", "name": "diabetes_numeric", "exact_name": "diabetes_numeric", "version": 1, "version_label": "1", "description": "**Author**: \n**Source**: Unknown - \n**Please cite**: \n\nThis data set concerns the study of the factors affecting patterns of\n insulin-dependent diabetes mellitus in children. The objective is to\n investigate the dependence of the level of serum C-peptide on the\n various other factors in order to understand the patterns of residual\n insulin secretion. The response measurement is the logarithm of\n C-peptide concentration (pmol\/ml) at the diagnosis, and the predictor\n measurements age and base deficit, a measure of acidity.\n\n Source: collection of regression datasets by Luis Torgo (ltorgo@ncc.up.pt) at\n http:\/\/www.ncc.up.pt\/~ltorgo\/Regression\/DataSets.html\n Original source: Book Generalized Additive Models (p.304) by Hastie &\n Tibshirani, Chapman & Hall. \n Characteristics: 43 cases; 3 continuous variables", "format": "ARFF", "uploader": "Jan van Rijn", "uploader_id": 1, "visibility": "public", "creator": null, "contributor": null, "date": "2014-04-23 13:17:30", "update_comment": null, "last_update": "2014-04-23 13:17:30", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/3649\/dataset_2198_diabetes_numeric.arff", "default_target_attribute": "c_peptide", "row_id_attribute": null, "ignore_attribute": null, "runs": 2, "suggest": { "input": [ "diabetes_numeric", "This data set concerns the study of the factors affecting patterns of insulin-dependent diabetes mellitus in children. The objective is to investigate the dependence of the level of serum C-peptide on the various other factors in order to understand the patterns of residual insulin secretion. The response measurement is the logarithm of C-peptide concentration (pmol\/ml) at the diagnosis, and the predictor measurements age and base deficit, a measure of acidity. 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