{ "data_id": "1466", "name": "cardiotocography", "exact_name": "cardiotocography", "version": 1, "version_label": null, "description": "**Author**: J. P. Marques de S\u00e1, J. Bernardes, D. Ayers de Campos. \r\n**Source**: [UCI](https:\/\/archive.ics.uci.edu\/ml\/datasets\/Cardiotocography) \r\n**Please cite**: Ayres de Campos et al. (2000) SisPorto 2.0 A Program for Automated Analysis of Cardiotocograms. J Matern Fetal Med 5:311-318, [UCI](https:\/\/archive.ics.uci.edu\/ml\/citation_policy.html)\r\n\r\n2126 fetal cardiotocograms (CTGs) were automatically processed and the respective diagnostic features measured. The CTGs were also classified by three expert obstetricians and a consensus classification label assigned to each of them. Classification was both with respect to a morphologic pattern (A, B, C. ...) and to a fetal state (N, S, P). Therefore the dataset can be used either for 10-class or 3-class experiments.\r\n\r\n### Attribute Information: \r\nLB - FHR baseline (beats per minute) \r\nAC - # of accelerations per second \r\nFM - # of fetal movements per second \r\nUC - # of uterine contractions per second \r\nDL - # of light decelerations per second \r\nDS - # of severe decelerations per second \r\nDP - # of prolongued decelerations per second \r\nASTV - percentage of time with abnormal short term variability \r\nMSTV - mean value of short term variability \r\nALTV - percentage of time with abnormal long term variability \r\nMLTV - mean value of long term variability \r\nWidth - width of FHR histogram \r\nMin - minimum of FHR histogram \r\nMax - Maximum of FHR histogram \r\nNmax - # of histogram peaks \r\nNzeros - # of histogram zeros \r\nMode - histogram mode \r\nMean - histogram mean \r\nMedian - histogram median \r\nVariance - histogram variance \r\nTendency - histogram tendency \r\nCLASS - FHR pattern class code (1 to 10) \r\nNSP - fetal state class code (N=normal; S=suspect; P=pathologic) \r\n\r\n### Relevant Papers:\r\nAyres de Campos et al. 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