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Data.java
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Data.java
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/*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package dataminingproject;
import java.util.Collections;
import java.util.HashMap;
import java.util.Map;
/**
*
* @author user
*/
public class Data {
/* static String[][] Weather={{"outlook","temperature","humidity","windy","play"},
{"sunny","hot","high","FALSE","no"},
{"sunny","hot","high","TRUE","no"},
{"overcast","hot","high","FALSE","yes"},
{"rainy","mild","high","FALSE","yes"},
{"rainy","cool","normal","FALSE","yes"},
{"rainy","cool","normal","TRUE","no"},
{"overcast","cool","normal","TRUE","yes"},
{"sunny","mild","high","FALSE","no"},
{"sunny","cool","normal","FALSE","yes"},
{"rainy","mild","normal","FALSE","yes"},
{"sunny","mild","normal","TRUE","yes"},
{"overcast","mild","high","TRUE","yes"},
{"overcast","hot","normal","FALSE","yes"},
{"rainy","mild","high","TRUE","no"}
};
**/
static String[][] HeartDisease={{"age","sex","cp","trestbps","chol","fbs","restecg","thalach","exang","oldpeak","slope","ca","thal","target"},
{"63","male","typ_angina","145","233","t","left_vent_hyper","150","no","2.3","down","0","fixed_defect","<50"},
{"67","male","asympt","160","286","f","left_vent_hyper","108","yes","1.5","flat","3","normal",">50_1"},
{"67","male","asympt","120","229","f","left_vent_hyper","129","yes","2.6","flat","2","reversable_defect",">50_1"},
{"37","male","non_anginal","130","250","f","normal","187","no","3.5","down","0","normal","<50"},
{"41","female","atyp_angina","130","204","f","left_vent_hyper","172","no","1.4","up","0","normal","<50"},
{"56","male","atyp_angina","120","236","f","normal","178","no","0.8","up","0","normal","<50"},
{"62","female","asympt","140","268","f","left_vent_hyper","160","no","3.6","down","2","normal",">50_1"},
{"57","female","asympt","120","354","f","normal","163","yes","0.6","up","0","normal","<50"},
{"63","male","asympt","130","254","f","left_vent_hyper","147","no","1.4","flat","1","reversable_defect",">50_1"},
{"53","male","asympt","140","203","t","left_vent_hyper","155","yes","3.1","down","0","reversable_defect",">50_1"},//10
{"57","male","asympt","140","192","f","normal","148","no","0.4","flat","0","fixed_defect","<50"},
{"56","female","atyp_angina","140","294","f","left_vent_hyper","153","no","1.3","flat","0","normal","<50"},
{"56","male","non_anginal","130","256","t","left_vent_hyper","142","yes","0.6","flat","1","fixed_defect",">50_1"},
{"44","male","atyp_angina","120","263","f","normal","173","no","0","up","0","reversable_defect","<50"},
{"52","male","non_anginal","172","199","t","normal","162","no","0.5","up","0","reversable_defect","<50"},
{"57","male","non_anginal","150","168","f","normal","174","no","1.6","up","0","normal","<50"},
{"48","male","atyp_angina","110","229","f","normal","168","no","1","down","0","reversable_defect",">50_1"},
{"54","male","asympt","140","239","f","normal","160","no","1.2","up","0","normal","<50"},
{"48","female","non_anginal","130","275","f","normal","139","no","0.2","up","0","normal","<50"},
{"49","male","atyp_angina","130","266","f","normal","171","no","0.6","up","0","normal","<50"},//20
{"64","male","typ_angina","110","211","f","left_vent_hyper","144","yes","1.8","flat","0","normal","<50"},
{"58","female","typ_angina","150","283","t","left_vent_hyper","162","no","1","up","0","normal","<50"},
{"58","male","atyp_angina","120","284","f","left_vent_hyper","160","no","1.8","flat","0","normal",">50_1"},
{"58","male","non_anginal","132","224","f","left_vent_hyper","173","no","3.2","up","2","reversable_defect",">50_1"},
{"60","male","asympt","130","206","f","left_vent_hyper","132","yes","2.4","flat","2","reversable_defect",">50_1"},
{"50","female","non_anginal","120","219","f","normal","158","no","1.6","flat","0","normal","<50"},
{"58","female","non_anginal","120","340","f","normal","172","no","0","up","0","normal","<50"},
{"66","female","typ_angina","150","226","f","normal","114","no","2.6","down","0","normal","<50"},
{"43","male","asympt","150","247","f","normal","171","no","1.5","up","0","normal","<50"},
{"40","male","asympt","110","167","f","left_vent_hyper","114","yes","2","flat","0","reversable_defect",">50_1"},//30
{"69","female","typ_angina","140","239","f","normal","151","no","1.8","up","2","normal","<50"},
{"60","male","asympt","117","230","t","normal","160","yes","1.4","up","2","reversable_defect",">50_1"},
{"64","male","non_anginal","140","335","f","normal","158","no","0","up","0","normal",">50_1"},
{"59","male","asympt","135","234","f","normal","161","no","0.5","flat","0","reversable_defect","<50"},
{"44","male","non_anginal","130","233","f","normal","179","yes","0.4","up","0","normal","<50"},
{"42","male","asympt","140","226","f","normal","178","no","0","up","0","normal","<50"},
{"43","male","asympt","120","177","f","left_vent_hyper","120","yes","2.5","flat","0","reversable_defect",">50_1"},
{"57","male","asympt","150","276","f","left_vent_hyper","112","yes","0.6","flat","1","fixed_defect",">50_1"},
{"55","male","asympt","132","353","f","normal","132","yes","1.2","flat","1","reversable_defect",">50_1"},
{"61","male","non_anginal","150","243","t","normal","137","yes","1","flat","0","normal","<50"},//40
{"65","female","asympt","150","225","f","left_vent_hyper","114","no","1","flat","3","reversable_defect",">50_1"},
{"40","male","typ_angina","140","199","f","normal","178","yes","1.4","up","0","reversable_defect","<50"},
{"71","female","atyp_angina","160","302","f","normal","162","no","0.4","up","2","normal","<50"},
{"59","male","non_anginal","150","212","t","normal","157","no","1.6","up","0","normal","<50"},
{"61","female","asympt","130","330","f","left_vent_hyper","169","no","0","up","0","normal",">50_1"},
{"58","male","non_anginal","112","230","f","left_vent_hyper","165","no","2.5","flat","1","reversable_defect",">50_1"},
{"51","male","non_anginal","110","175","f","normal","123","no","0.6","up","0","normal","<50"},
{"50","male","asympt","150","243","f","left_vent_hyper","128","no","2.6","flat","0","reversable_defect",">50_1"},
{"65","female","non_anginal","140","417","t","left_vent_hyper","157","no","0.8","up","1","normal","<50"},
{"53","male","non_anginal","130","197","t","left_vent_hyper","152","no","1.2","down","0","normal","<50"},//50
{"41","female","atyp_angina","105","198","f","normal","168","no","0","up","1","normal","<50"},
{"65","male","asympt","120","177","f","normal","140","no","0.4","up","0","reversable_defect","<50"},
{"44","male","asympt","112","290","f","left_vent_hyper","153","no","0","up","1","normal",">50_1"},
{"44","male","atyp_angina","130","219","f","left_vent_hyper","188","no","0","up","0","normal","<50"},
{"60","male","asympt","130","253","f","normal","144","yes","1.4","up","1","reversable_defect",">50_1"},
{"54","male","asympt","124","266","f","left_vent_hyper","109","yes","2.2","flat","1","reversable_defect",">50_1"},
{"50","male","non_anginal","140","233","f","normal","163","no","0.6","flat","1","reversable_defect",">50_1"},
{"41","male","asympt","110","172","f","left_vent_hyper","158","no","0","up","0","reversable_defect",">50_1"},
{"54","male","non_anginal","125","273","f","left_vent_hyper","152","no","0.5","down","1","normal","<50"},
{"51","male","typ_angina","125","213","f","left_vent_hyper","125","yes","1.4","up","1","normal","<50"},//60
{"51","female","asympt","130","305","f","normal","142","yes","1.2","flat","0","reversable_defect",">50_1"},
{"46","female","non_anginal","142","177","f","left_vent_hyper","160","yes","1.4","down","0","normal","<50"},
{"58","male","asympt","128","216","f","left_vent_hyper","131","yes","2.2","flat","3","reversable_defect",">50_1"},
{"54","female","non_anginal","135","304","t","normal","170","no","0","up","0","normal","<50"},
{"54","male","asympt","120","188","f","normal","113","no","1.4","flat","1","reversable_defect",">50_1"},
{"60","male","asympt","145","282","f","left_vent_hyper","142","yes","2.8","flat","2","reversable_defect",">50_1"},
{"60","male","non_anginal","140","185","f","left_vent_hyper","155","no","3","flat","0","normal",">50_1"},
{"54","male","non_anginal","150","232","f","left_vent_hyper","165","no","1.6","up","0","reversable_defect","<50"},
{"59","male","asympt","170","326","f","left_vent_hyper","140","yes","3.4","down","0","reversable_defect",">50_1"},
{"46","male","non_anginal","150","231","f","normal","147","no","3.6","flat","0","normal",">50_1"},//70
{"65","female","non_anginal","155","269","f","normal","148","no","0.8","up","0","normal","<50"},
{"67","male","asympt","125","254","t","normal","163","no","0.2","flat","2","reversable_defect",">50_1"},
{"62","male","asympt","120","267","f","normal","99","yes","1.8","flat","2","reversable_defect",">50_1"},
{"65","male","asympt","110","248","f","left_vent_hyper","158","no","0.6","up","2","fixed_defect",">50_1"},
{"44","male","asympt","110","197","f","left_vent_hyper","177","no","0","up","1","normal",">50_1"},
{"65","female","non_anginal","160","360","f","left_vent_hyper","151","no","0.8","up","0","normal","<50"},
{"60","male","asympt","125","258","f","left_vent_hyper","141","yes","2.8","flat","1","reversable_defect",">50_1"},
{"51","female","non_anginal","140","308","f","left_vent_hyper","142","no","1.5","up","1","normal","<50"},
{"48","male","atyp_angina","130","245","f","left_vent_hyper","180","no","0.2","flat","0","normal","<50"},
{"58","male","asympt","150","270","f","left_vent_hyper","111","yes","0.8","up","0","reversable_defect",">50_1"},//80
{"45","male","asympt","104","208","f","left_vent_hyper","148","yes","3","flat","0","normal","<50"},
{"53","female","asympt","130","264","f","left_vent_hyper","143","no","0.4","flat","0","normal","<50"},
{"39","male","non_anginal","140","321","f","left_vent_hyper","182","no","0","up","0","normal","<50"},
{"68","male","non_anginal","180","274","t","left_vent_hyper","150","yes","1.6","flat","0","reversable_defect",">50_1"},
{"52","male","atyp_angina","120","325","f","normal","172","no","0.2","up","0","normal","<50"},
{"44","male","non_anginal","140","235","f","left_vent_hyper","180","no","0","up","0","normal","<50"},
{"47","male","non_anginal","138","257","f","left_vent_hyper","156","no","0","up","0","normal","<50"},
{"53","female","non_anginal","128","216","f","left_vent_hyper","115","no","0","up","0","?","<50"},
{"53","female","asympt","138","234","f","left_vent_hyper","160","no","0","up","0","normal","<50"}, //90
{"51","female","non_anginal","130","256","f","left_vent_hyper","149","no","0.5","up","0","normal","<50"},
{"66","male","asympt","120","302","f","left_vent_hyper","151","no","0.4","flat","0","normal","<50"},
{"62","female","asympt","160","164","f","left_vent_hyper","145","no","6.2","down","3","reversable_defect",">50_1"},
{"62","male","non_anginal","130","231","f","normal","146","no","1.8","flat","3","reversable_defect","<50"},
{"44","female","non_anginal","108","141","f","normal","175","no","0.6","flat","0","normal","<50"},
{"63","female","non_anginal","135","252","f","left_vent_hyper","172","no","0","up","0","normal","<50"},
{"52","male","asympt","128","255","f","normal","161","yes","0","up","1","reversable_defect",">50_1"},
{"59","male","asympt","110","239","f","left_vent_hyper","142","yes","1.2","flat","1","reversable_defect",">50_1"},
{"60","female","asympt","150","258","f","left_vent_hyper","157","no","2.6","flat","2","reversable_defect",">50_1"},
{"52","male","atyp_angina","134","201","f","normal","158","no","0.8","up","1","normal","<50"},//100
{"48","male","asympt","122","222","f","left_vent_hyper","186","no","0","up","0","normal","<50"},
{"45","male","asympt","115","260","f","left_vent_hyper","185","no","0","up","0","normal","<50"},
{"34","male","typ_angina","118","182","f","left_vent_hyper","174","no","0","up","0","normal","<50"},
{"57","female","asympt","128","303","f","left_vent_hyper","159","no","0","up","1","normal","<50"},
{"71","female","non_anginal","110","265","t","left_vent_hyper","130","no","0","up","1","normal","<50"},
{"49","male","non_anginal","120","188","f","normal","139","no","2","flat","3","reversable_defect",">50_1"},
{"54","male","atyp_angina","108","309","f","normal","156","no","0","up","0","reversable_defect","<50"},
{"59","male","asympt","140","177","f","normal","162","yes","0","up","1","reversable_defect",">50_1"},
{"57","male","non_anginal","128","229","f","left_vent_hyper","150","no","0.4","flat","1","reversable_defect",">50_1"},
{"61","male","asympt","120","260","f","normal","140","yes","3.6","flat","1","reversable_defect",">50_1"}, //110
{"39","male","asympt","118","219","f","normal","140","no","1.2","flat","0","reversable_defect",">50_1"},
{"61","female","asympt","145","307","f","left_vent_hyper","146","yes","1","flat","0","reversable_defect",">50_1"},
{"56","male","asympt","125","249","t","left_vent_hyper","144","yes","1.2","flat","1","normal",">50_1"},
{"52","male","typ_angina","118","186","f","left_vent_hyper","190","no","0","flat","0","fixed_defect","<50"},
{"43","female","asympt","132","341","t","left_vent_hyper","136","yes","3","flat","0","reversable_defect",">50_1"},
{"62","female","non_anginal","130","263","f","normal","97","no","1.2","flat","1","reversable_defect",">50_1"},
{"41","male","atyp_angina","135","203","f","normal","132","no","0","flat","0","fixed_defect","<50"},
{"58","male","non_anginal","140","211","t","left_vent_hyper","165","no","0","up","0","normal","<50"},
{"35","female","asympt","138","183","f","normal","182","no","1.4","up","0","normal","<50"},
{"63","male","asympt","130","330","t","left_vent_hyper","132","yes","1.8","up","3","reversable_defect",">50_1"},//120
{"65","male","asympt","135","254","f","left_vent_hyper","127","no","2.8","flat","1","reversable_defect",">50_1"},
{"48","male","asympt","130","256","t","left_vent_hyper","150","yes","0","up","2","reversable_defect",">50_1"},
{"63","female","asympt","150","407","f","left_vent_hyper","154","no","4","flat","3","reversable_defect",">50_1"},
{"51","male","non_anginal","100","222","f","normal","143","yes","1.2","flat","0","normal","<50"},
{"55","male","asympt","140","217","f","normal","111","yes","5.6","down","0","reversable_defect",">50_1"},
{"65","male","typ_angina","138","282","t","left_vent_hyper","174","no","1.4","flat","1","normal",">50_1"},
{"45","female","atyp_angina","130","234","f","left_vent_hyper","175","no","0.6","flat","0","normal","<50"},
{"56","female","asympt","200","288","t","left_vent_hyper","133","yes","4","down","2","reversable_defect",">50_1"},
{"54","male","asympt","110","239","f","normal","126","yes","2.8","flat","1","reversable_defect",">50_1"},
{"44","male","atyp_angina","120","220","f","normal","170","no","0","up","0","normal","<50"},//130
{"62","female","asympt","124","209","f","normal","163","no","0","up","0","normal","<50"},
{"54","male","non_anginal","120","258","f","left_vent_hyper","147","no","0.4","flat","0","reversable_defect","<50"},
{"51","male","non_anginal","94","227","f","normal","154","yes","0","up","1","reversable_defect","<50"},
{"29","male","atyp_angina","130","204","f","left_vent_hyper","202","no","0","up","0","normal","<50"},
{"51","male","asympt","140","261","f","left_vent_hyper","186","yes","0","up","0","normal","<50"},
{"43","female","non_anginal","122","213","f","normal","165","no","0.2","flat","0","normal","<50"},
{"55","female","atyp_angina","135","250","f","left_vent_hyper","161","no","1.4","flat","0","normal","<50"},
{"70","male","asympt","145","174","f","normal","125","yes","2.6","down","0","reversable_defect",">50_1"},
{"62","male","atyp_angina","120","281","f","left_vent_hyper","103","no","1.4","flat","1","reversable_defect",">50_1"},
{"35","male","asympt","120","198","f","normal","130","yes","1.6","flat","0","reversable_defect",">50_1"},//140
{"51","male","non_anginal","125","245","t","left_vent_hyper","166","no","2.4","flat","0","normal","<50"},
{"59","male","atyp_angina","140","221","f","normal","164","yes","0","up","0","normal","<50"},
{"59","male","typ_angina","170","288","f","left_vent_hyper","159","no","0.2","flat","0","reversable_defect",">50_1"},
{"52","male","atyp_angina","128","205","t","normal","184","no","0","up","0","normal","<50"},
{"64","male","non_anginal","125","309","f","normal","131","yes","1.8","flat","0","reversable_defect",">50_1"},
{"58","male","non_anginal","105","240","f","left_vent_hyper","154","yes","0.6","flat","0","reversable_defect","<50"},
{"47","male","non_anginal","108","243","f","normal","152","no","0","up","0","normal",">50_1"},
{"57","male","asympt","165","289","t","left_vent_hyper","124","no","1","flat","3","reversable_defect",">50_1"},
{"41","male","non_anginal","112","250","f","normal","179","no","0","up","0","normal","<50"},
{"45","male","atyp_angina","128","308","f","left_vent_hyper","170","no","0","up","0","normal","<50"},//150
{"60","female","non_anginal","102","318","f","normal","160","no","0","up","1","normal","<50"},
{"52","male","typ_angina","152","298","t","normal","178","no","1.2","flat","0","reversable_defect","<50"},
{"42","female","asympt","102","265","f","left_vent_hyper","122","no","0.6","flat","0","normal","<50"},
{"67","female","non_anginal","115","564","f","left_vent_hyper","160","no","1.6","flat","0","reversable_defect","<50"},
{"55","male","asympt","160","289","f","left_vent_hyper","145","yes","0.8","flat","1","reversable_defect",">50_1"},
{"64","male","asympt","120","246","f","left_vent_hyper","96","yes","2.2","down","1","normal",">50_1"},
{"70","male","asympt","130","322","f","left_vent_hyper","109","no","2.4","flat","3","normal",">50_1"},
{"51","male","asympt","140","299","f","normal","173","yes","1.6","up","0","reversable_defect",">50_1"},
{"58","male","asympt","125","300","f","left_vent_hyper","171","no","0","up","2","reversable_defect",">50_1"},
{"60","male","asympt","140","293","f","left_vent_hyper","170","no","1.2","flat","2","reversable_defect",">50_1"},//160
{"68","male","non_anginal","118","277","f","normal","151","no","1","up","1","reversable_defect","<50"},
{"46","male","atyp_angina","101","197","t","normal","156","no","0","up","0","reversable_defect","<50"},
{"77","male","asympt","125","304","f","left_vent_hyper","162","yes","0","up","3","normal",">50_1"},
{"54","female","non_anginal","110","214","f","normal","158","no","1.6","flat","0","normal","<50"},
{"58","female","asympt","100","248","f","left_vent_hyper","122","no","1","flat","0","normal","<50"},
{"48","male","non_anginal","124","255","t","normal","175","no","0","up","2","normal","<50"},
{"57","male","asympt","132","207","f","normal","168","yes","0","up","0","reversable_defect","<50"},
{"52","male","non_anginal","138","223","f","normal","169","no","0","up","?","normal","<50"},//missing value
{"54","female","atyp_angina","132","288","t","left_vent_hyper","159","yes","0","up","1","normal","<50"},
{"35","male","asympt","126","282","f","left_vent_hyper","156","yes","0","up","0","reversable_defect",">50_1"},//170
{"45","female","atyp_angina","112","160","f","normal","138","no","0","flat","0","normal","<50"},
{"70","male","non_anginal","160","269","f","normal","112","yes","2.9","flat","1","reversable_defect",">50_1"},
{"53","male","asympt","142","226","f","left_vent_hyper","111","yes","0","up","0","reversable_defect","<50"},
{"59","female","asympt","174","249","f","normal","143","yes","0","flat","0","normal",">50_1"},
{"62","female","asympt","140","394","f","left_vent_hyper","157","no","1.2","flat","0","normal","<50"},
{"64","male","asympt","145","212","f","left_vent_hyper","132","no","2","flat","2","fixed_defect",">50_1"},
{"57","male","asympt","152","274","f","normal","88","yes","1.2","flat","1","reversable_defect",">50_1"},
{"52","male","asympt","108","233","t","normal","147","no","0.1","up","3","reversable_defect","<50"},
{"56","male","asympt","132","184","f","left_vent_hyper","105","yes","2.1","flat","1","fixed_defect",">50_1"},
{"43","male","non_anginal","130","315","f","normal","162","no","1.9","up","1","normal","<50"},//180
{"53","male","non_anginal","130","246","t","left_vent_hyper","173","no","0","up","3","normal","<50"},
{"48","male","asympt","124","274","f","left_vent_hyper","166","no","0.5","flat","0","reversable_defect",">50_1"},
{"56","female","asympt","134","409","f","left_vent_hyper","150","yes","1.9","flat","2","reversable_defect",">50_1"},
{"42","male","typ_angina","148","244","f","left_vent_hyper","178","no","0.8","up","2","normal","<50"},
{"59","male","typ_angina","178","270","f","left_vent_hyper","145","no","4.2","down","0","reversable_defect","<50"},
{"63","female","atyp_angina","140","195","f","normal","179","no","0","up","2","normal","<50"},
{"42","male","non_anginal","120","240","t","normal","194","no","0.8","down","0","reversable_defect","<50"},
{"66","male","atyp_angina","160","246","f","normal","120","yes","0","flat","3","fixed_defect",">50_1"},
{"54","male","atyp_angina","192","283","f","left_vent_hyper","195","no","0","up","1","reversable_defect",">50_1"},
{"69","male","non_anginal","140","254","f","left_vent_hyper","146","no","2","flat","3","reversable_defect",">50_1"},//190
{"50","male","non_anginal","129","196","f","normal","163","no","0","up","0","normal","<50"},
{"51","male","asympt","140","298","f","normal","122","yes","4.2","flat","3","reversable_defect",">50_1"},
{"43","male","asympt","132","247","t","left_vent_hyper","143","yes","0.1","flat","?","reversable_defect",">50_1"},//missing value
{"62","female","asympt","138","294","t","normal","106","no","1.9","flat","3","normal",">50_1"},
{"68","female","non_anginal","120","211","f","left_vent_hyper","115","no","1.5","flat","0","normal","<50"},
{"67","male","asympt","100","299","f","left_vent_hyper","125","yes","0.9","flat","2","normal",">50_1"},
{"69","male","typ_angina","160","234","t","left_vent_hyper","131","no","0.1","flat","1","normal","<50"},
{"45","female","asympt","138","236","f","left_vent_hyper","152","yes","0.2","flat","0","normal","<50"},
{"50","female","atyp_angina","120","244","f","normal","162","no","1.1","up","0","normal","<50"},
{"59","male","typ_angina","160","273","f","left_vent_hyper","125","no","0","up","0","normal",">50_1"},//200
{"50","female","asympt","110","254","f","left_vent_hyper","159","no","0","up","0","normal","<50"},
{"64","female","asympt","180","325","f","normal","154","yes","0","up","0","normal","<50"},
{"57","male","non_anginal","150","126","t","normal","173","no","0.2","up","1","reversable_defect","<50"},
{"64","female","non_anginal","140","313","f","normal","133","no","0.2","up","0","reversable_defect","<50"},
{"43","male","asympt","110","211","f","normal","161","no","0","up","0","reversable_defect","<50"},
{"45","male","asympt","142","309","f","left_vent_hyper","147","yes","0","flat","3","reversable_defect",">50_1"},
{"58","male","asympt","128","259","f","left_vent_hyper","130","yes","3","flat","2","reversable_defect",">50_1"},
{"50","male","asympt","144","200","f","left_vent_hyper","126","yes","0.9","flat","0","reversable_defect",">50_1"},
{"55","male","atyp_angina","130","262","f","normal","155","no","0","up","0","normal","<50"},
{"62","female","asympt","150","244","f","normal","154","yes","1.4","flat","0","normal",">50_1"},//210
{"37","female","non_anginal","120","215","f","normal","170","no","0","up","0","normal","<50"},
{"38","male","typ_angina","120","231","f","normal","182","yes","3.8","flat","0","reversable_defect",">50_1"},
{"41","male","non_anginal","130","214","f","left_vent_hyper","168","no","2","flat","0","normal","<50"},
{"66","female","asympt","178","228","t","normal","165","yes","1","flat","2","reversable_defect",">50_1"},
{"52","male","asympt","112","230","f","normal","160","no","0","up","1","normal",">50_1"},
{"56","male","typ_angina","120","193","f","left_vent_hyper","162","no","1.9","flat","0","reversable_defect","<50"},
{"46","female","atyp_angina","105","204","f","normal","172","no","0","up","0","normal","<50"},
{"46","female","asympt","138","243","f","left_vent_hyper","152","yes","0","flat","0","normal","<50"},
{"64","female","asympt","130","303","f","normal","122","no","2","flat","2","normal","<50"},
{"59","male","asympt","138","271","f","left_vent_hyper","182","no","0","up","0","normal","<50"},//220
{"41","female","non_anginal","112","268","f","left_vent_hyper","172","yes","0","up","0","normal","<50"},
{"54","female","non_anginal","108","267","f","left_vent_hyper","167","no","0","up","0","normal","<50"},
{"39","female","non_anginal","94","199","f","normal","179","no","0","up","0","normal","<50"},
{"53","male","asympt","123","282","f","normal","95","yes","2","flat","2","reversable_defect",">50_1"},
{"63","female","asympt","108","269","f","normal","169","yes","1.8","flat","2","normal",">50_1"},
{"34","female","atyp_angina","118","210","f","normal","192","no","0.7","up","0","normal","<50"},
{"47","male","asympt","112","204","f","normal","143","no","0.1","up","0","normal","<50"},
{"67","female","non_anginal","152","277","f","normal","172","no","0","up","1","normal","<50"},
{"54","male","asympt","110","206","f","left_vent_hyper","108","yes","0","flat","1","normal",">50_1"},
{"66","male","asympt","112","212","f","left_vent_hyper","132","yes","0.1","up","1","normal",">50_1"},//230
{"52","female","non_anginal","136","196","f","left_vent_hyper","169","no","0.1","flat","0","normal","<50"},
{"55","female","asympt","180","327","f","st_t_wave_abnormality","117","yes","3.4","flat","0","normal",">50_1"},
{"49","male","non_anginal","118","149","f","left_vent_hyper","126","no","0.8","up","3","normal",">50_1"},
{"74","female","atyp_angina","120","269","f","left_vent_hyper","121","yes","0.2","up","1","normal","<50"},
{"54","female","non_anginal","160","201","f","normal","163","no","0","up","1","normal","<50"},
{"54","male","asympt","122","286","f","left_vent_hyper","116","yes","3.2","flat","2","normal",">50_1"},
{"56","male","asympt","130","283","t","left_vent_hyper","103","yes","1.6","down","0","reversable_defect",">50_1"},
{"46","male","asympt","120","249","f","left_vent_hyper","144","no","0.8","up","0","reversable_defect",">50_1"},
{"49","female","atyp_angina","134","271","f","normal","162","no","0","flat","0","normal","<50"},
{"42","male","atyp_angina","120","295","f","normal","162","no","0","up","0","normal","<50"},//240
{"41","male","atyp_angina","110","235","f","normal","153","no","0","up","0","normal","<50"},
{"41","female","atyp_angina","126","306","f","normal","163","no","0","up","0","normal","<50"},
{"49","female","asympt","130","269","f","normal","163","no","0","up","0","normal","<50"},
{"61","male","typ_angina","134","234","f","normal","145","no","2.6","flat","2","normal",">50_1"},
{"60","female","non_anginal","120","178","t","normal","96","no","0","up","0","normal","<50"},
{"67","male","asympt","120","237","f","normal","71","no","1","flat","0","normal",">50_1"},
{"58","male","asympt","100","234","f","normal","156","no","0.1","up","1","reversable_defect",">50_1"},
{"47","male","asympt","110","275","f","left_vent_hyper","118","yes","1","flat","1","normal",">50_1"},
{"52","male","asympt","125","212","f","normal","168","no","1","up","2","reversable_defect",">50_1"},
{"62","male","atyp_angina","128","208","t","left_vent_hyper","140","no","0","up","0","normal","<50"},//250
{"57","male","asympt","110","201","f","normal","126","yes","1.5","flat","0","fixed_defect","<50"},
{"58","male","asympt","146","218","f","normal","105","no","2","flat","1","reversable_defect",">50_1"},
{"64","male","asympt","128","263","f","normal","105","yes","0.2","flat","1","reversable_defect","<50"},
{"51","female","non_anginal","120","295","f","left_vent_hyper","157","no","0.6","up","0","normal","<50"},
{"43","male","asympt","115","303","f","normal","181","no","1.2","flat","0","normal","<50"},
{"42","female","non_anginal","120","209","f","normal","173","no","0","flat","0","normal","<50"},
{"67","female","asympt","106","223","f","normal","142","no","0.3","up","2","normal","<50"},
{"76","female","non_anginal","140","197","f","st_t_wave_abnormality","116","no","1.1","flat","0","normal","<50"},
{"70","male","atyp_angina","156","245","f","left_vent_hyper","143","no","0","up","0","normal","<50"},
{"57","male","atyp_angina","124","261","f","normal","141","no","0.3","up","0","reversable_defect",">50_1"},//260
{"44","female","non_anginal","118","242","f","normal","149","no","0.3","flat","1","normal","<50"},
{"58","female","atyp_angina","136","319","t","left_vent_hyper","152","no","0","up","2","normal",">50_1"},
{"60","female","typ_angina","150","240","f","normal","171","no","0.9","up","0","normal","<50"},
{"44","male","non_anginal","120","226","f","normal","169","no","0","up","0","normal","<50"},
{"61","male","asympt","138","166","f","left_vent_hyper","125","yes","3.6","flat","1","normal",">50_1"},
{"42","male","asympt","136","315","f","normal","125","yes","1.8","flat","0","fixed_defect",">50_1"},
{"52","male","asympt","128","204","t","normal","156","yes","1","flat","0","?",">50_1"},//missing value
{"59","male","non_anginal","126","218","t","normal","134","no","2.2","flat","1","fixed_defect",">50_1"},
{"40","male","asympt","152","223","f","normal","181","no","0","up","0","reversable_defect",">50_1"},
{"42","male","non_anginal","130","180","f","normal","150","no","0","up","0","normal","<50"},//270
{"61","male","asympt","140","207","f","left_vent_hyper","138","yes","1.9","up","1","reversable_defect",">50_1"},
{"66","male","asympt","160","228","f","left_vent_hyper","138","no","2.3","up","0","fixed_defect","<50"},
{"46","male","asympt","140","311","f","normal","120","yes","1.8","flat","2","reversable_defect",">50_1"},
{"71","female","asympt","112","149","f","normal","125","no","1.6","flat","0","normal","<50"},
{"59","male","typ_angina","134","204","f","normal","162","no","0.8","up","2","normal",">50_1"},
{"64","male","typ_angina","170","227","f","left_vent_hyper","155","no","0.6","flat","0","reversable_defect","<50"},
{"66","female","non_anginal","146","278","f","left_vent_hyper","152","no","0","flat","1","normal","<50"},
{"39","female","non_anginal","138","220","f","normal","152","no","0","flat","0","normal","<50"},
{"57","male","atyp_angina","154","232","f","left_vent_hyper","164","no","0","up","1","normal",">50_1"},
{"58","female","asympt","130","197","f","normal","131","no","0.6","flat","0","normal","<50"},//280
{"57","male","asympt","110","335","f","normal","143","yes","3","flat","1","reversable_defect",">50_1"},
{"47","male","non_anginal","130","253","f","normal","179","no","0","up","0","normal","<50"},
{"55","female","asympt","128","205","f","st_t_wave_abnormality","130","yes","2","flat","1","reversable_defect",">50_1"},
{"35","male","atyp_angina","122","192","f","normal","174","no","0","up","0","normal","<50"},
{"61","male","asympt","148","203","f","normal","161","no","0","up","1","reversable_defect",">50_1"},
{"58","male","asympt","114","318","f","st_t_wave_abnormality","140","no","4.4","down","3","fixed_defect",">50_1"},
{"58","female","asympt","170","225","t","left_vent_hyper","146","yes","2.8","flat","2","fixed_defect",">50_1"},
{"58","male","atyp_angina","125","220","f","normal","144","no","0.4","flat","?","reversable_defect","<50"},//missing value
{"56","male","atyp_angina","130","221","f","left_vent_hyper","163","no","0","up","0","reversable_defect","<50"},
{"56","male","atyp_angina","120","240","f","normal","169","no","0","down","0","normal","<50"},//290
{"67","male","non_anginal","152","212","f","left_vent_hyper","150","no","0.8","flat","0","reversable_defect",">50_1"},
{"55","female","atyp_angina","132","342","f","normal","166","no","1.2","up","0","normal","<50"},
{"44","male","asympt","120","169","f","normal","144","yes","2.8","down","0","fixed_defect",">50_1"},
{"63","male","asympt","140","187","f","left_vent_hyper","144","yes","4","up","2","reversable_defect",">50_1"},
{"63","female","asympt","124","197","f","normal","136","yes","0","flat","0","normal",">50_1"},
{"41","male","atyp_angina","120","157","f","normal","182","no","0","up","0","normal","<50"},
{"59","male","asympt","164","176","t","left_vent_hyper","90","no","1","flat","2","fixed_defect",">50_1"},
{"57","female","asympt","140","241","f","normal","123","yes","0.2","flat","0","reversable_defect",">50_1"},
{"45","male","typ_angina","110","264","f","normal","132","no","1.2","flat","0","reversable_defect",">50_1"},
{"68","male","asympt","144","193","t","normal","141","no","3.4","flat","2","reversable_defect",">50_1"},
{"57","male","asympt","130","131","f","normal","115","yes","1.2","flat","1","reversable_defect",">50_1"},
{"57","female","atyp_angina","130","236","f","left_vent_hyper","174","no","0","flat","1","normal",">50_1"},
{"38","male","non_anginal","138","175","f","normal","173","no","0","up","?","normal","<50"},//missing
{"38","male","non_anginal","138","175","f","normal","173","no","0","up","?","normal","<50"}//303 missing
};
static Map<String, String[][]> datas=Collections.unmodifiableMap(new HashMap<String, String[][]>(){
private static final long serialVersionUID=1L;
{
put("HeartDisease",HeartDisease);
//put("Weather",Weather);
}
});
}