cardiologycategorical.txt

决策树分类

age	sex	chest pain type	blood pressure	cholesterol	Fasting blood sugar <120	resting ecg	maximum heart rate	angina	peak	slope	#colored vessels	thal	class
R	C	C 	R	R	C	C	R	C	R	C	C	C	C 
I	I	I	I	I	I	I	I	I	I	I	I	I	I
60	Male	 Asymptomatic	130	206	FALSE	Hyp	132	TRUE	2.4	Flat	2	Rev	Sick
49	Male	Abnormal Angina	130	266	FALSE	Normal	171	FALSE	0.6	Up	0	Normal	Healthy
64	Male	Angina	110	211	FALSE	Hyp	144	TRUE	1.8	Flat	0	Normal	Healthy
63	Male	 Asymptomatic	130	254	FALSE	Hyp	147	FALSE	1.4	Flat	1	Rev	Sick
53	Male	 Asymptomatic	140	203	TRUE	Hyp	155	TRUE	3.1	Down	0	Rev	Sick
58	Female	Angina	150	283	TRUE	Hyp	162	FALSE	1	Up	0	Normal	Healthy
58	Male	Abnormal Angina	120	284	FALSE	Hyp	160	FALSE	1.8	Flat	0	Normal	Sick
58	Male	NoTang	132	224	FALSE	Hyp	173	FALSE	3.2	Up	2	Rev	Sick
63	Male	Angina	145	233	TRUE	Hyp	150	FALSE	2.3	Down	0	Fix	Healthy
67	Male	 Asymptomatic	160	286	FALSE	Hyp	108	TRUE	1.5	Flat	3	Normal	Sick
67	Male	 Asymptomatic	120	229	FALSE	Hyp	129	TRUE	2.6	Flat	2	Rev	Sick
37	Male	NoTang	130	250	FALSE	Normal	187	FALSE	3.5	Down	0	Normal	Healthy
41	Female	Abnormal Angina	130	204	FALSE	Hyp	172	FALSE	1.4	Up	0	Normal	Healthy
56	Male	Abnormal Angina	120	236	FALSE	Normal	178	FALSE	0.8	Up	0	Normal	Healthy
62	Female	 Asymptomatic	140	268	FALSE	Hyp	160	FALSE	3.6	Down	2	Normal	Sick
57	Female	 Asymptomatic	120	354	FALSE	Normal	163	TRUE	0.6	Up	0	Normal	Healthy
57	Male	 Asymptomatic	140	192	FALSE	Normal	148	FALSE	0.4	Flat	0	Fix	Healthy
56	Female	Abnormal Angina	140	294	FALSE	Hyp	153	FALSE	1.3	Flat	0	Normal	Healthy
56	Male	NoTang	130	256	TRUE	Hyp	142	TRUE	0.6	Flat	1	Fix	Sick
44	Male	Abnormal Angina	120	263	FALSE	Normal	173	FALSE	0	Up	0	Rev	Healthy
50	Female	NoTang	120	219	FALSE	Normal	158	FALSE	1.6	Flat	0	Normal	Healthy
58	Female	NoTang	120	340	FALSE	Normal	172	FALSE	0	Up	0	Normal	Healthy
66	Female	Angina	150	226	FALSE	Normal	114	FALSE	2.6	Down	0	Normal	Healthy
43	Male	 Asymptomatic	150	247	FALSE	Normal	171	FALSE	1.5	Up	0	Normal	Healthy
40	Male	 Asymptomatic	110	167	FALSE	Hyp	114	TRUE	2	Flat	0	Rev	Sick
69	Female	Angina	140	239	FALSE	Normal	151	FALSE	1.8	Up	2	Normal	Healthy
60	Male	 Asymptomatic	117	230	TRUE	Normal	160	TRUE	1.4	Up	2	Rev	Sick
64	Male	NoTang	140	335	FALSE	Normal	158	FALSE	0	Up	0	Normal	Sick
59	Male	 Asymptomatic	135	234	FALSE	Normal	161	FALSE	0.5	Flat	0	Rev	Healthy
44	Male	NoTang	130	233	FALSE	Normal	179	TRUE	0.4	Up	0	Normal	Healthy
42	Male	 Asymptomatic	140	226	FALSE	Normal	178	FALSE	0	Up	0	Normal	Healthy
43	Male	 Asymptomatic	120	177	FALSE	Hyp	120	TRUE	2.5	Flat	0	Rev	Sick
57	Male	 Asymptomatic	150	276	FALSE	Hyp	112	TRUE	0.6	Flat	1	Fix	Sick
55	Male	 Asymptomatic	132	353	FALSE	Normal	132	TRUE	1.2	Flat	1	Rev	Sick
61	Male	NoTang	150	243	TRUE	Normal	137	TRUE	1	Flat	0	Normal	Healthy
65	Female	 Asymptomatic	150	225	FALSE	Hyp	114	FALSE	1	Flat	3	Rev	Sick
40	Male	Angina	140	199	FALSE	Normal	178	TRUE	1.4	Up	0	Rev	Healthy
71	Female	Abnormal Angina	160	302	FALSE	Normal	162	FALSE	0.4	Up	2	Normal	Healthy
59	Male	NoTang	150	212	TRUE	Normal	157	FALSE	1.6	Up	0	Normal	Healthy
61	Female	 Asymptomatic	130	330	FALSE	Hyp	169	FALSE	0	Up	0	Normal	Sick
58	Male	NoTang	112	230	FALSE	Hyp	165	FALSE	2.5	Flat	1	Rev	Sick
51	Male	NoTang	110	175	FALSE	Normal	123	FALSE	0.6	Up	0	Normal	Healthy
50	Male	 Asymptomatic	150	243	FALSE	Hyp	128	FALSE	2.6	Flat	0	Rev	Sick
65	Female	NoTang	140	417	TRUE	Hyp	157	FALSE	0.8	Up	1	Normal	Healthy
53	Male	NoTang	130	197	TRUE	Hyp	152	FALSE	1.2	Down	0	Normal	Healthy
41	Female	Abnormal Angina	105	198	FALSE	Normal	168	FALSE	0	Up	1	Normal	Healthy
65	Male	 Asymptomatic	120	177	FALSE	Normal	140	FALSE	0.4	Up	0	Rev	Healthy
44	Male	 Asymptomatic	112	290	FALSE	Hyp	153	FALSE	0	Up	1	Normal	Sick
44	Male	Abnormal Angina	130	219	FALSE	Hyp	188	FALSE	0	Up	0	Normal	Healthy
60	Male	 Asymptomatic	130	253	FALSE	Normal	144	TRUE	1.4	Up	1	Rev	Sick
54	Male	 Asymptomatic	124	266	FALSE	Hyp	109	TRUE	2.2	Flat	1	Rev	Sick
50	Male	NoTang	140	233	FALSE	Normal	163	FALSE	0.6	Flat	1	Rev	Sick
41	Male	 Asymptomatic	110	172	FALSE	Hyp	158	FALSE	0	Up	0	Rev	Sick
54	Male	NoTang	125	273	FALSE	Hyp	152	FALSE	0.5	Down	1	Normal	Healthy
51	Male	Angina	125	213	FALSE	Hyp	125	TRUE	1.4	Up	1	Normal	Healthy
51	Female	 Asymptomatic	130	305	FALSE	Normal	142	TRUE	1.2	Flat	0	Rev	Sick
46	Female	NoTang	142	177	FALSE	Hyp	160	TRUE	1.4	Down	0	Normal	Healthy
58	Male	 Asymptomatic	128	216	FALSE	Hyp	131	TRUE	2.2	Flat	3	Rev	Sick
54	Female	NoTang	135	304	TRUE	Normal	170	FALSE	0	Up	0	Normal	Healthy
54	Male	 Asymptomatic	120	188	FALSE	Normal	113	FALSE	1.4	Flat	1	Rev	Sick
60	Male	 Asymptomatic	145	282	FALSE	Hyp	142	TRUE	2.8	Flat	2	Rev	Sick
60	Male	NoTang	140	185	FALSE	Hyp	155	FALSE	3	Flat	0	Normal	Sick
54	Male	NoTang	150	232	FALSE	Hyp	165	FALSE	1.6	Up	0	Rev	Healthy
59	Male	 Asymptomatic	170	326	FALSE	Hyp	140	TRUE	3.4	Down	0	Rev	Sick
46	Male	NoTang	150	231	FALSE	Normal	147	FALSE	3.6	Flat	0	Normal	Sick
65	Female	NoTang	155	269	FALSE	Normal	148	FALSE	0.8	Up	0	Normal	Healthy
67	Male	 Asymptomatic	125	254	TRUE	Normal	163	FALSE	0.2	Flat	2	Rev	Sick
62	Male	 Asymptomatic	120	267	FALSE	Normal	99	TRUE	1.8	Flat	2	Rev	Sick
65	Male	 Asymptomatic	110	248	FALSE	Hyp	158	FALSE	0.6	Up	2	Fix	Sick
44	Male	 Asymptomatic	110	197	FALSE	Hyp	177	FALSE	0	Up	1	Normal	Sick
65	Female	NoTang	160	360	FALSE	Hyp	151	FALSE	0.8	Up	0	Normal	Healthy
60	Male	 Asymptomatic	125	258	FALSE	Hyp	141	TRUE	2.8	Flat	1	Rev	Sick
51	Female	NoTang	140	308	FALSE	Hyp	142	FALSE	1.5	Up	1	Normal	Healthy
48	Male	Abnormal Angina	130	245	FALSE	Hyp	180	FALSE	0.2	Flat	0	Normal	Healthy
58	Male	 Asymptomatic	150	270	FALSE	Hyp	111	TRUE	0.8	Up	0	Rev	Sick
45	Male	 Asymptomatic	104	208	FALSE	Hyp	148	TRUE	3	Flat	0	Normal	Healthy
53	Female	 Asymptomatic	130	264	FALSE	Hyp	143	FALSE	0.4	Flat	0	Normal	Healthy
39	Male	NoTang	140	321	FALSE	Hyp	182	FALSE	0	Up	0	Normal	Healthy
68	Male	NoTang	180	274	TRUE	Hyp	150	TRUE	1.6	Flat	0	Rev	Sick
52	Male	Abnormal Angina	120	325	FALSE	Normal	172	FALSE	0.2	Up	0	Normal	Healthy
44	Male	NoTang	140	235	FALSE	Hyp	180	FALSE	0	Up	0	Normal	Healthy
47	Male	NoTang	138	257	FALSE	Hyp	156	FALSE	0	Up	0	Normal	Healthy
53	Female	NoTang	128	216	FALSE	Hyp	115	FALSE	0	Up	0	Normal	Healthy
53	Female	 Asymptomatic	138	234	FALSE	Hyp	160	FALSE	0	Up	0	Normal	Healthy
51	Female	NoTang	130	256	FALSE	Hyp	149	FALSE	0.5	Up	0	Normal	Healthy
66	Male	 Asymptomatic	120	302	FALSE	Hyp	151	FALSE	0.4	Flat	0	Normal	Healthy
62	Female	 Asymptomatic	160	164	FALSE	Hyp	145	FALSE	6.2	Down	3	Rev	Sick
62	Male	NoTang	130	231	FALSE	Normal	146	FALSE	1.8	Flat	3	Rev	Healthy
44	Female	NoTang	108	141	FALSE	Normal	175	FALSE	0.6	Flat	0	Normal	Healthy
63	Female	NoTang	135	252	FALSE	Hyp	172	FALSE	0	Up	0	Normal	Healthy
52	Male	 Asymptomatic	128	255	FALSE	Normal	161	TRUE	0	Up	1	Rev	Sick
59	Male	 Asymptomatic	110	239	FALSE	Hyp	142	TRUE	1.2	Flat	1	Rev	Sick
60	Female	 Asymptomatic	150	258	FALSE	Hyp	157	FALSE	2.6	Flat	2	Rev	Sick
52	Male	Abnormal Angina	134	201	FALSE	Normal	158	FALSE	0.8	Up	1	Normal	Healthy
48	Male	 Asymptomatic	122	222	FALSE	Hyp	186	FALSE	0	Up	0	Normal	Healthy
45	Male	 Asymptomatic	115	260	FALSE	Hyp	185	FALSE	0	Up	0	Normal	Healthy
61	Male	 Asymptomatic	120	260	FALSE	Normal	140	TRUE	3.6	Flat	1	Rev	Sick
39	Male	 Asymptomatic	118	219	FALSE	Normal	140	FALSE	1.2	Flat	0	Rev	Sick
61	Female	 Asymptomatic	145	307	FALSE	Hyp	146	TRUE	1	Flat	0	Rev	Sick
56	Male	 Asymptomatic	125	249	TRUE	Hyp	144	TRUE	1.2	Flat	1	Normal	Sick
52	Male	Angina	118	186	FALSE	Hyp	190	FALSE	0	Flat	0	Fix	Healthy
43	Female	 Asymptomatic	132	341	TRUE	Hyp	136	TRUE	3	Flat	0	Rev	Sick
62	Female	NoTang	130	263	FALSE	Normal	97	FALSE	1.2	Flat	1	Rev	Sick
41	Male	Abnormal Angina	135	203	FALSE	Normal	132	FALSE	0	Flat	0	Fix	Healthy
58	Male	NoTang	140	211	TRUE	Hyp	165	FALSE	0	Up	0	Normal	Healthy
35	Female	 Asymptomatic	138	183	FALSE	Normal	182	FALSE	1.4	Up	0	Normal	Healthy
63	Male	 Asymptomatic	130	330	TRUE	Hyp	132	TRUE	1.8	Up	3	Rev	Sick
65	Male	 Asymptomatic	135	254	FALSE	Hyp	127	FALSE	2.8	Flat	1	Rev	Sick
48	Male	 Asymptomatic	130	256	TRUE	Hyp	150	TRUE	0	Up	2	Rev	Sick
63	Female	 Asymptomatic	150	407	FALSE	Hyp	154	FALSE	4	Flat	3	Rev	Sick
51	Male	NoTang	100	222	FALSE	Normal	143	TRUE	1.2	Flat	0	Normal	Healthy
55	Male	 Asymptomatic	140	217	FALSE	Normal	111	TRUE	5.6	Down	0	Rev	Sick
29	Male	Abnormal Angina	130	204	FALSE	Hyp	202	FALSE	0	Up	0	Normal	Healthy
51	Male	 Asymptomatic	140	261	FALSE	Hyp	186	TRUE	0	Up	0	Normal	Healthy
43	Female	NoTang	122	213	FALSE	Normal	165	FALSE	0.2	Flat	0	Normal	Healthy
55	Female	Abnormal Angina	135	250	FALSE	Hyp	161	FALSE	1.4	Flat	0	Normal	Healthy
70	Male	 Asymptomatic	145	174	FALSE	Normal	125	TRUE	2.6	Down	0	Rev	Sick
62	Male	Abnormal Angina	120	281	FALSE	Hyp	103	FALSE	1.4	Flat	1	Rev	Sick
35	Male	 Asymptomatic	120	198	FALSE	Normal	130	TRUE	1.6	Flat	0	Rev	Sick
51	Male	NoTang	125	245	TRUE	Hyp	166	FALSE	2.4	Flat	0	Normal	Healthy
59	Male	Abnormal Angina	140	221	FALSE	Normal	164	TRUE	0	Up	0	Normal	Healthy
59	Male	Angina	170	288	FALSE	Hyp	159	FALSE	0.2	Flat	0	Rev	Sick
52	Male	Abnormal Angina	128	205	TRUE	Normal	184	FALSE	0	Up	0	Normal	Healthy
64	Male	NoTang	125	309	FALSE	Normal	131	TRUE	1.8	Flat	0	Rev	Sick
58	Male	NoTang	105	240	FALSE	Hyp	154	TRUE	0.6	Flat	0	Rev	Healthy
47	Male	NoTang	108	243	FALSE	Normal	152	FALSE	0	Up	0	Normal	Sick
57	Male	 Asymptomatic	165	289	TRUE	Hyp	124	FALSE	1	Flat	3	Rev	Sick
41	Male	NoTang	112	250	FALSE	Normal	179	FALSE	0	Up	0	Normal	Healthy
45	Male	Abnormal Angina	128	308	FALSE	Hyp	170	FALSE	0	Up	0	Normal	Healthy
60	Female	NoTang	102	318	FALSE	Normal	160	FALSE	0	Up	1	Normal	Healthy
52	Male	Angina	152	298	TRUE	Normal	178	FALSE	1.2	Flat	0	Rev	Healthy
42	Female	 Asymptomatic	102	265	FALSE	Hyp	122	FALSE	0.6	Flat	0	Normal	Healthy
67	Female	NoTang	115	564	FALSE	Hyp	160	FALSE	1.6	Flat	0	Rev	Healthy
55	Male	 Asymptomatic	160	289	FALSE	Hyp	145	TRUE	0.8	Flat	1	Rev	Sick
64	Male	 Asymptomatic	120	246	FALSE	Hyp	96	TRUE	2.2	Down	1	Normal	Sick
70	Male	 Asymptomatic	130	322	FALSE	Hyp	109	FALSE	2.4	Flat	3	Normal	Sick
51	Male	 Asymptomatic	140	299	FALSE	Normal	173	TRUE	1.6	Up	0	Rev	Sick
58	Male	 Asymptomatic	125	300	FALSE	Hyp	171	FALSE	0	Up	2	Rev	Sick
60	Male	 Asymptomatic	140	293	FALSE	Hyp	170	FALSE	1.2	Flat	2	Rev	Sick
54	Female	Abnormal Angina	132	288	TRUE	Hyp	159	TRUE	0	Up	1	Normal	Healthy
35	Male	 Asymptomatic	126	282	FALSE	Hyp	156	TRUE	0	Up	0	Rev	Sick
45	Female	Abnormal Angina	112	160	FALSE	Normal	138	FALSE	0	Flat	0	Normal	Healthy
70	Male	NoTang	160	269	FALSE	Normal	112	TRUE	2.9	Flat	1	Rev	Sick
52	Male	NoTang	138	223	FALSE	Normal	169	FALSE	0	Up	0	Normal	Healthy
53	Male	 Asymptomatic	142	226	FALSE	Hyp	111	TRUE	0	Up	0	Rev	Healthy
59	Female	 Asymptomatic	174	249	FALSE	Normal	143	TRUE	0	Flat	0	Normal	Sick
62	Female	 Asymptomatic	140	394	FALSE	Hyp	157	FALSE	1.2	Flat	0	Normal	Healthy
64	Male	 Asymptomatic	145	212	FALSE	Hyp	132	FALSE	2	Flat	2	Fix	Sick
57	Male	 Asymptomatic	152	274	FALSE	Normal	88	TRUE	1.2	Flat	1	Rev	Sick
52	Male	 Asymptomatic	108	233	TRUE	Normal	147	FALSE	0.1	Up	3	Rev	Healthy
56	Male	 Asymptomatic	132	184	FALSE	Hyp	105	TRUE	2.1	Flat	1	Fix	Sick