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    "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. (2000) SisPorto 2.0 A Program for Automated Analysis of Cardiotocograms. J Matern Fetal Med 5:311-318 ",
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