“…A detailed description of the data set, collection method, patient population, and the DSE is given in [8]. Effects of dobutamine stress echocardiography have been described in many articles [9][10][11][12]. The variables/ factors of this study are Basal heart rate (bpm) (coded as bhr), Basal blood pressure (mmHg) (coded as basebp), Basal double product (DP) (bhr * basebp) (bpm * mmHg) (coded as basedp), Peak heart rate (bpm) (coded as pkhr), Systolic blood pressure (mmHg) (coded as sbp), DP pkhr * sbp (bpm * mmHg) (coded as dp), Dobutamine dose (DD) given (coded as dose), Maximum heart rate (bpm) (coded as maxhr), Percent maximum predicted heart rate (coded as pctMphr), Maximum blood pressure (mmHg) (coded as mbp), DP on max DD (bpm * mmHg) (coded as dpmaxdo), DD at max double product (mg) (coded as dobdose), Age (years) (coded as age), Gender (male=0, female=1) (coded as gender), Baseline cardiac ejection fraction (coded as baseEF), Ejection fraction on dobutamine (coded as dobEF), Chest pain (yes (y)=0, no (n)=1) (coded as chestpain), Resting wall motion abnormality on echocardiogram (ECDG) (y=0, n=1) (coded as restwma), Positive stress ECDG (y=0, n=1) (coded as posSE), New myocardial infraction (MI) (y=0, n=1) (coded as newMI), Recent angioplasty (y=0, n=1) (coded as newPTCA), Recent bypass surgery (y=0, n=1) (coded as newCABG), death (y=0, n=1) (coded as death), History of hypertension (y=0, n=1) (coded as hxofHT), History of diabetes (y=0, n=1) (coded as hxofDM), History of smoking (non-smoker=0, moderate=1, heavy=2) (coded as hxofCig), History of MI (y=0, n=1) (coded as hxofMI), History of angioplasty (y=0, n=1) (coded as hxofPTCA), History of coronary artery bypass surgery (y=0, n=1) (coded as hxofCABG), Death, newMI, newPTCA or newCABG (death=0, no=1) (coded as any event), Baseline electrocardiogram diagnosis (normal=0, equivocal=1, MI=2) (coded as ecg).…”