cardiotocography (Q6034047)

**Author**: J. P. Marques de Sá, J. Bernardes, D. Ayers de Campos. \N**Source**: [UCI](https://archive.ics.uci.edu/ml/datasets/Cardiotocography) \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)\N\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.\N\N### Attribute Information: \NLB - FHR baseline (beats per minute) \NAC - # of accelerations per second \NFM - # of fetal movements per second \NUC - # of uterine contractions per second \NDL - # of light decelerations per second \NDS - # of severe decelerations per second \NDP - # of prolongued decelerations per second \NASTV - percentage of time with abnormal short term variability \NMSTV - mean value of short term variability \NALTV - percentage of time with abnormal long term variability \NMLTV - mean value of long term variability \NWidth - width of FHR histogram \NMin - minimum of FHR histogram \NMax - Maximum of FHR histogram \NNmax - # of histogram peaks \NNzeros - # of histogram zeros \NMode - histogram mode \NMean - histogram mean \NMedian - histogram median \NVariance - histogram variance \NTendency - histogram tendency \NCLASS - FHR pattern class code (1 to 10) \NNSP - fetal state class code (N=normal; S=suspect; P=pathologic) \N\N### Relevant Papers:\NAyres de Campos et al. (2000) SisPorto 2.0 A Program for Automated Analysis of Cardiotocograms. J Matern Fetal Med 5:311-318