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. 2024 Jan 31;10:e1806. doi: 10.7717/peerj-cs.1806

Table 3. Health datasets from UCI machine learning repository.

Dataset Instances Attributes
Acute inflammations (Czerniak, 2009; Czerniak & Zarzycki, 2003) 120 8
Breast cancer Wisconsin (Wolberg, 1992; Wolberg & Mangasarian, 1990; Zhang, 1992) 699 10
Heart disease (Janosi et al., 1988; Detrano et al., 1989) 297 14
Healthy older people (Torres, Visvanathan & Ranasinghe, 2016; Torres et al., 2013) 231 10
Hepatitis C virus (HCV) (Lichtinghagen, Klawonn & Hoffman, 2020; Hoffmann et al., 2018; Lichtinghagen et al., 2013) 589 13
Audiology (UCI, 1992; Bareiss, Porter & Wier, 1988) 200 22
Autistic spectrum disorder screening data for adolescent (Tabtah, 2017, Thabtah, 2017b) 104 21
Autistic spectrum disorder screening data for children (Thabtah, 2017a, 2017b) 292 21
Breast cancer (Zwitter & Soklic, 1988a; Michalski et al., 1986) 277 10
Breast tissue (S & Jossinet, 2010; Jossinet, 1996; da Silva, de Sá & Jossinet, 2006) 106 10
Caesarian section classification (Amin & Ali, 2018, 2017) 80 6
Cervical cancer (Risk Factors) (Fernandes, Cardoso & Fernandes, 2017b, 2017a) 858 36
Contraceptive method choice (Lim, 1997; Lim, Loh & Shih, 2000) 1,473 10
Cryotherapy (Khozeimeh et al., 2018, 2017a, 2017b) 90 7
Diabetic retinopathy debrecen (Antal & Hajdu, 2014a, 2014b) 1,151 20
EEG eye state (Roesler, 2013) 14,980 15
Exasens (UCI, 2020a; Zarrin, Roeckendorf & Wenger, 2020) 100 8
Fertility (Gil & Girela, 2013; Méndez et al., 2012) 100 10
Heart failure clinical records (UCI, 2020b; Chicco & Jurman, 2020) 299 13
Hepatitis (UCI, 1988; Diaconis & Efron, 1983; Cestnik, Kononenko & Bratko, 1987a) 135 17
Liver disorders (UCI, 1990; McDermott & Forsyth, 2016) 345 6
Lung cancer (Hong & Yang, 1992; Hong & Yang, 1991) 32 56
Lymphography (Zwitter & Soklic, 1988b; Cestnik, Kononenko & Bratko, 1987b; Clark & Niblett, 1987; Michalski et al., 1986) 148 19
Mammographic mass (Elter, 2007) 830 46
Post-operative patient (Summers & Woolery, 1993; Woolery et al., 1991) 87 9
Primary tumor (Zwitter & Soklic, 1988c; Cestnik, Kononenko & Bratko, 1987b; Clark & Niblett, 1987; Michalski et al., 1986) 164 16
SPECT heart (Cios & Lukasz Kurgan, 2001) 267 23
Statlog (Heart) (UCI, 1999) 270 14
Thyroid disease (Quinlan, 1987) 8,861 23