Datasets:

jason1966
/

aadarshvelu_liver-cirrhosis-stage-classification

N_Days int64 41 4.8k	Status stringclasses 3 values	Drug stringclasses 2 values	Age int64 9.6k 28.7k	Sex stringclasses 2 values	Ascites stringclasses 2 values	Hepatomegaly stringclasses 2 values	Spiders stringclasses 2 values	Edema stringclasses 3 values	Bilirubin float64 0.3 28	Cholesterol float64 120 1.78k	Albumin float64 1.96 4.64	Copper float64 4 588	Alk_Phos float64 289 13.9k	SGOT float64 26.4 457	Tryglicerides float64 33 598	Platelets float64 62 721	Prothrombin float64 9 18	Stage int64 1 3
2,221	C	Placebo	18,499	F	N	Y	N	N	0.5	149	4.04	227	598	52.7	57	256	9.9	1
1,230	C	Placebo	19,724	M	Y	N	Y	N	0.5	219	3.93	22	663	45	75	220	10.8	2
4,184	C	Placebo	11,839	F	N	N	N	N	0.5	320	3.54	51	1,243	122.45	80	225	10	2
2,090	D	Placebo	16,467	F	N	N	N	N	0.7	255	3.74	23	1,024	77.5	58	151	10.2	2
2,105	D	Placebo	21,699	F	N	Y	N	N	1.9	486	3.54	74	1,052	108.5	109	151	11.5	1
4,427	C	Placebo	16,418	F	N	N	N	N	1.9	259	3.7	281	10,396.8	188.34	178	327	10.4	2
1,418	C	Placebo	23,011	F	Y	N	Y	N	1.3	291	3.44	75	1,082	85	195	156	10.3	2
51	D	Placebo	24,107	F	Y	N	Y	Y	12.6	200	2.74	140	918	147.25	143	150	11.1	3
2,504	C	Placebo	15,265	F	N	N	N	N	2.3	369.510563	3.93	24	1,828	133.3	124.702128	474	10.9	1
1,012	D	Placebo	22,280	M	Y	N	Y	S	1.4	176	3.48	210	516	96.1	55	259	10.1	3
1,149	C	Placebo	11,167	M	N	N	N	N	0.8	271	3.56	52	955	130	177	344	10.5	1
1,037	D	Placebo	16,802	F	Y	Y	Y	N	16.2	369.510563	2.89	42	1,828	299.15	124.702128	419	10.731731	1
1,234	C	Placebo	16,071	F	Y	N	Y	N	6.4	373	3.46	155	1,768	120	151	258	10.6	3
2,504	C	Placebo	18,263	F	Y	N	Y	N	0.5	120	3.41	53	804	110.05	52	277	10.2	1
334	D	Placebo	17,532	F	Y	N	Y	Y	14.1	448	2.43	123	1,833	134	155	257.02457	12.2	3
733	D	Placebo	16,154	F	N	Y	Y	N	14	808	3.43	251	2,870	153.45	137	418	11.5	2
1,581	C	Placebo	25,202	F	Y	N	Y	N	0.7	369.510563	3.06	97.648387	1,982.655769	122.556346	124.702128	165	10	3
1,443	C	Placebo	14,975	M	Y	N	Y	N	1.2	369.510563	2.8	97.648387	1,982.655769	122.556346	124.702128	92	11	1
3,823	C	Placebo	13,514	F	Y	N	Y	N	1	239	3.77	77	1,877	97.65	101	76	10.2	1
3,170	D	Placebo	18,263	F	Y	N	Y	N	0.8	210	3.19	82	1,592	218.55	113	384	10	2
1,735	C	D-penicillamine	12,636	F	N	Y	N	N	0.7	193	3.85	35	466	53	118	423	10.5	2
1,558	C	Placebo	18,263	F	Y	N	Y	N	2.2	328	3.46	75	1,677	87	116	277	10.2	1
1,067	CL	Placebo	17,874	F	N	Y	N	S	8.7	247	3.89	107	1,050	117	88	298	9.6	1
1,666	C	D-penicillamine	25,023	F	Y	Y	N	N	2.8	322	3.06	65	2,562	91	209	137	10.6	2
191	D	D-penicillamine	27,398	F	Y	Y	N	Y	1.3	151	3.08	73	1,112	46.5	49	213	13.2	3
1,874	C	Placebo	24,257	F	N	N	N	S	0.6	369.510563	3.35	97.648387	1,982.655769	122.556346	124.702128	295	9.8	1
1,037	D	D-penicillamine	14,191	F	N	Y	Y	N	16.2	369.510563	2.89	42	1,828	299.15	124.702128	123	12.6	3
1,690	D	D-penicillamine	10,712	F	N	Y	N	N	6.3	436	3.02	75	2,176	170.5	104	236	10.6	3
460	D	D-penicillamine	19,470	M	N	Y	N	S	5	325	3.47	110	2,460	246.45	56	212	11.3	3
2,176	C	D-penicillamine	19,540	F	N	N	N	N	1.2	232	3.98	11	1,074	100.75	99	358	9.9	2
3,839	D	Placebo	17,323	F	N	Y	Y	N	4.7	296	3.43	114	9,933.2	206.4	101	265	11.5	2
727	D	Placebo	21,699	F	N	Y	N	N	15	369.510563	3.5	97.648387	1,982.655769	122.556346	124.702128	151	11.5	1
1,092	C	Placebo	13,149	F	Y	N	Y	N	4.6	369.510563	3.6	97.648387	1,982.655769	122.556346	124.702128	337	10.4	2
943	C	Placebo	18,993	F	Y	N	Y	N	0.9	369.510563	3.01	97.648387	1,982.655769	122.556346	124.702128	256	10.6	2
1,347	CL	Placebo	19,724	M	Y	N	Y	N	1.7	369.510563	3.24	97.648387	1,982.655769	122.556346	124.702128	220	10.8	2
1,368	C	D-penicillamine	17,664	F	N	N	N	N	1.3	369.510563	3.53	97.648387	1,982.655769	122.556346	124.702128	192	10.5	2
1,149	C	Placebo	15,265	F	N	N	N	N	0.8	273	3.56	52	1,282	130	59	474	10.9	1
1,170	D	Placebo	18,199	F	N	Y	Y	S	20	652	3.46	159	3,292	215.45	184	132	12.1	2
2,286	D	D-penicillamine	14,684	F	N	N	N	N	1.8	369.510563	3.64	97.648387	1,982.655769	122.556346	124.702128	430	10.6	1
2,050	C	Placebo	15,730	F	N	Y	Y	N	0.9	360	3.65	72	3,186	94.55	154	275	10.6	2
2,224	C	Placebo	17,874	F	N	Y	N	N	0.9	346	3.37	81	1,098	122.45	90	298	10	1
2,022	C	Placebo	17,532	F	Y	N	Y	N	0.7	274	3.86	108	1,065	88.35	135	388	10.1	1
3,992	C	D-penicillamine	14,684	F	N	N	N	N	0.4	267	3.6	47	1,001	133.3	87	430	10	1
1,434	C	Placebo	12,816	F	N	N	N	S	1	302	3.56	44	310	83.7	44	394	9.8	2
2,338	C	Placebo	17,246	F	N	Y	N	N	1.6	442	3.45	105	820	85.25	108	225	11.5	3
2,995	C	D-penicillamine	27,398	F	N	N	N	S	1.2	235	3.37	39	1,881	93	123	213	10.7	1
694	D	Placebo	15,119	F	N	Y	Y	N	0.8	300	2.94	231	1,794	130.2	99	181	11.7	3
264	D	Placebo	18,628	F	Y	Y	Y	S	8.5	369.510563	3.34	161	1,428	181.35	124.702128	190	11.6	3
2,503	D	Placebo	24,201	F	N	Y	N	N	0.8	248	3.98	50	944	93	63	257.02457	11	3
1,168	D	D-penicillamine	22,347	F	N	Y	N	N	20	652	3.58	159	3,292	215.45	184	288	10.4	1
2,365	C	D-penicillamine	16,300	F	N	N	N	N	0.6	298	3.97	29	758	65.1	85	201	10.1	1
2,224	C	Placebo	17,874	F	N	Y	N	N	0.9	346	3.37	81	1,098	122.45	90	298	10	1
3,707	C	D-penicillamine	20,449	M	N	Y	N	N	0.8	315	4.24	13	1,637	170.5	70	217	11.3	2
2,475	CL	D-penicillamine	16,300	F	Y	N	N	N	3.4	279	3.37	143	671	113.15	72	313	11.2	1
2,540	D	D-penicillamine	28,650	M	Y	Y	Y	N	14.4	448	3.65	34	1,218	60.45	318	97	11.2	3
681	D	Placebo	11,462	F	N	N	N	N	1.2	369.510563	2.96	97.648387	1,982.655769	122.556346	124.702128	293	10.9	2
1,690	D	D-penicillamine	20,232	F	N	Y	N	N	6.3	436	3.02	75	2,176	170.5	104	563	10.6	3
2,171	C	D-penicillamine	26,580	F	N	N	N	S	0.6	369.510563	3.33	14	733	85.25	124.702128	259	10.9	3
1,455	C	Placebo	12,398	F	N	Y	N	N	1.3	304	3.52	97	794	71	164	255	9.5	3
1,769	D	Placebo	14,899	F	N	Y	N	N	1.1	257	3.36	43	1,080	106.95	73	303	10.9	3
3,445	D	Placebo	13,514	F	Y	Y	Y	Y	2	267	3.67	89	754	196.85	90	268	11.7	3
2,105	D	Placebo	16,467	F	N	Y	N	N	1.9	486	3.54	74	1,052	108.5	109	151	10.5	2
1,077	D	Placebo	12,641	F	N	Y	Y	N	4	196	3.45	80	2,496	133.3	142	95	11.5	3
2,267	CL	D-penicillamine	15,526	F	N	N	Y	N	18	369.510563	3.04	97.648387	1,982.655769	122.556346	124.702128	251	11	1
2,081	D	Placebo	18,993	F	Y	N	Y	N	2.5	382	3.55	108	1,516	238.7	124.702128	246	10.3	2
1,908	C	Placebo	24,622	M	N	Y	N	N	1.5	253	3.79	67	1,006	139.5	106	360	11.2	3
1,735	C	Placebo	18,993	F	Y	Y	Y	N	0.7	193	3.85	35	466	53	118	231	10.5	2
799	D	Placebo	21,904	F	N	Y	N	S	4	416	3.99	177	960	86	242	221	9.8	1
2,111	D	Placebo	12,419	F	Y	N	Y	N	1	369.510563	3.6	97.648387	1,982.655769	122.556346	124.702128	257.02457	12.1	1
2,224	C	Placebo	17,874	F	N	Y	N	N	0.9	346	3.37	81	1,098	122.45	90	298	10	1
1,419	C	Placebo	24,837	M	Y	N	Y	Y	3	369.510563	3.15	97.648387	1,982.655769	122.556346	124.702128	139	10	2
1,170	C	Placebo	16,658	F	N	Y	Y	S	1.3	369.510563	3.41	97.648387	1,982.655769	122.556346	124.702128	430	11.9	3
2,111	D	Placebo	19,724	M	Y	N	Y	N	1	369.510563	3.6	97.648387	1,982.655769	122.556346	124.702128	257.02457	12.1	1
2,255	C	D-penicillamine	22,642	F	N	N	N	N	0.6	636	4.07	129	944	97.65	114	240	11	1
2,576	C	D-penicillamine	22,306	F	N	N	Y	S	0.5	316	3.69	68	1,716	187.55	71	438	9.9	2
2,202	C	Placebo	19,724	M	Y	N	Y	N	1.1	369.510563	3.49	97.648387	1,982.655769	122.556346	124.702128	166	9.8	2
617	CL	Placebo	15,341	F	Y	N	Y	N	5.5	369.510563	2.31	97.648387	1,982.655769	122.556346	124.702128	102	10.8	3
3,445	D	D-penicillamine	12,285	F	N	Y	N	N	2	267	3.67	89	754	196.85	90	226	11.7	3
3,099	C	D-penicillamine	16,300	F	N	N	N	N	0.9	248	3.97	172	646	62	84	201	10.1	1
1,568	D	D-penicillamine	9,598	F	N	Y	Y	N	8.4	558	3.74	280	967	89.9	309	228	10.2	2
1,769	C	D-penicillamine	18,137	F	N	Y	Y	N	0.6	299	3.36	23	2,769	220.1	85	354	11	3
1,168	D	Placebo	11,773	F	N	N	Y	S	1.8	369.510563	3.62	97.648387	1,982.655769	122.556346	124.702128	332	9.9	2
1,525	C	D-penicillamine	14,212	F	N	Y	Y	N	0.5	226	2.93	22	674	58	85	141	10.9	2
1,067	C	Placebo	18,352	M	N	Y	N	N	0.7	369.510563	3.73	97.648387	1,982.655769	122.556346	124.702128	291	11.2	2
1,170	C	Placebo	23,376	F	Y	N	Y	N	1.3	369.510563	3.49	97.648387	1,982.655769	122.556346	124.702128	314	10.3	2
1,170	D	Placebo	16,513	F	N	N	N	N	5	369.510563	3.51	97.648387	1,982.655769	122.556346	124.702128	295	10.5	3
839	C	D-penicillamine	13,879	F	N	N	N	N	2	308	3.16	67	696	51.15	101	335	10.5	1
3,030	C	Placebo	22,646	F	Y	N	Y	N	0.8	369.510563	2.48	97.648387	1,982.655769	122.556346	124.702128	274	10	1
4,509	C	D-penicillamine	17,841	F	N	N	N	N	0.7	370	3.78	24	5,833	73.53	86	338	10.4	2
2,609	C	D-penicillamine	15,526	F	Y	N	Y	N	0.9	258	2.81	49	559	43.4	133	251	11	2
2,442	C	D-penicillamine	16,216	F	N	N	N	N	13	369.510563	4.3	97.648387	1,982.655769	122.556346	124.702128	336	9.1	1
3,492	C	D-penicillamine	17,850	F	N	N	N	N	0.6	369.510563	4.38	97.648387	1,982.655769	122.556346	124.702128	203	10.6	1
2,195	C	Placebo	12,053	F	Y	N	Y	N	1.3	369.510563	3.76	27	1,282	100.75	124.702128	253	9.9	2
976	C	Placebo	16,094	F	N	N	N	N	0.7	369.510563	3.29	97.648387	1,982.655769	122.556346	124.702128	271	10.6	2
2,855	C	Placebo	19,722	F	Y	N	Y	N	1.4	369.510563	3.82	97.648387	1,982.655769	122.556346	124.702128	249	10.3	1
1,504	CL	D-penicillamine	14,812	F	N	Y	N	N	3.4	279	3.53	143	671	113.15	72	181	10.9	2
348	D	D-penicillamine	18,972	F	N	Y	Y	S	4.5	191	3.05	200	1,020	175.15	118	165	11.6	3
1,301	CL	D-penicillamine	16,990	F	N	Y	N	S	1.1	432	3.57	45	1,406	190	77	426	11.4	3
989	C	D-penicillamine	19,270	F	N	Y	Y	N	0.7	369.510563	3.23	97.648387	1,982.655769	122.556346	124.702128	181	10.9	2
2,644	C	D-penicillamine	20,296	F	N	N	N	N	0.5	369.510563	3.85	63	1,982.655769	79.05	124.702128	311	9.7	1

End of preview. Expand in Data Studio

Liver Cirrhosis Stage Classification 🩺

Classify the stages of cirrhosis

Dataset Info

Source: Kaggle
Original Size: 0.37 MB
Kaggle Downloads: 4,009
Files: 1

Files

liver_cirrhosis.csv

Mirrored from Kaggle

Downloads last month: 16