Datasets - PulmoPred

Validation dataset

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FEV1 Pre-BD Value	FEV1 Pre-BD Pred	FEV1 Post-BD Value	FEV1 Post-BD Pred	FVC Pre-BD Value	FVC Pre-BD Pred	FVC Post-BD Value	FVC Post-BD Pred	FEF Pre-BD Value	FEF Pre-BD Pred	FEF Post-BD Value	FEF Post-BD Pred	Diagnosis	Label
1.41	70	1.76	87	2	83	2.22	93	0.99	33	1.65	0.56	Asthma	Obstructive
1.94	60	2.22	69	3.09	77	3.37	84	1.17	33	1.4	39	Asthma	Obstructive
0.67	21	0.88	27	1.72	43	2.37	59	0.36	13	0.37	14	Asthma	Obstructive
0.79	28	0.85	30	1.71	48	1.94	54	0.4	12	0.41	12	COPD	Obstructive
1.52	59	1.57	61	2.19	65	2.26	67	0.92	26	0.95	27	COPD	Obstructive
1.68	47	1.78	50	2.56	59	2.69	62	1.02	34	1.11	37	COPD	Obstructive
0.72	28	0.83	32	0.89	30	1.05	35	0.77	20	0.79	21	DPLD	Non-obstructive
0.93	39	0.86	36	0.94	34	0.86	31	2.47	106	3.02	130	DPLD	Non-obstructive
2.3	67	2.23	65	2.39	58	2.59	63	3.37	115	2.45	83	DPLD	Non-obstructive
2.15	87	2.1	85	2.39	83	2.46	85	2.87	117	2.42	99	Sarcodiosis	Non-obstructive
1.6	82	1.64	84	2.08	87	2.07	86	1.36	48	1.52	54	Sarcodiosis	Non-obstructive
2.22	69	2.31	71	2.45	62	2.5	63	3.3	97	3.82	112	Sarcodiosis	Non-obstructive
2.22	69	2.31	71	2.45	62	2.5	63	3.3	97	3.82	112	Sarcodiosis	Non-obstructive
1.19	64	1.19	64	1.25	56	1.25	56	3.02	104	3.46	119	Sarcodiosis	Non-obstructive
1.7	55.11	2.44	79.09	2.73	75.01	3.43	92.55	1.07	27.66	1.7	43.94	Asthma	Obstructive
1.46	68	1.69	78	1.79	70	1.84	72	1.51	46	2.58	79	Asthma	Obstructive
1.68	61	1.59	58	2.39	68	2.4	69	1.12	36	0.94	30	Asthma	Obstructive
0.69	22	0.69	22	1.44	36	1.67	42	0.42	13	0.41	12	Asthma	Obstructive
0.54	24	0.6	27	1.11	42	1.11	42	0.33	10	0.43	14	Asthma	Obstructive
1.04	29	1.26	35	2.41	57	2.79	66	0.42	14	0.51	16	Asthma	Obstructive
1.22	55	1.36	61	1.98	75	2.16	81	0.72	33	0.74	34	Asthma	Obstructive
1.23	45	1.46	53	1.85	59	2.11	67	0.91	32	1.06	37	Asthma	Obstructive
1.7	55	1.95	63	3.09	85	3.44	95	0.94	34	0.98	36	Asthma	Obstructive
0.67	33	0.8	42	1.03	43	1.45	60	0.49	26	0.56	30	Asthma	Obstructive
1.09	38	0.88	30	2.05	59	2.11	60	0.58	23	0.39	16	Asthma	Obstructive
0.92	31	1.03	35	1.71	49	1.76	50	0.45	18	0.58	23	Asthma	Obstructive
0.8	28	0.98	34	1.78	48	2.11	57	0.29	8	0.35	9	Asthma	Obstructive
0.7	34	0.71	34	1.25	48	1.32	50	0.36	12	0.32	11	Asthma	Obstructive
1.74	76	1.8	76	2.16	76	2.33	82	1.62	52	1.52	48	Asthma	Obstructive
2	71	2.25	80	2.61	80	2.72	83	1.71	50	2.11	71	Asthma	Obstructive
1.88	75	1.94	78	2.19	72	2.23	74	2.54	74	2.48	73	Asthma	Obstructive
0.57	31	0.7	38	1.1	52	1.34	63	0.42	28	0.47	32	Asthma	Obstructive
1.41	49	1.72	60	2.59	73	3.22	90	0.7	18	0.84	22	Asthma	Obstructive
2.29	59	2.48	64	2.83	60	2.82	60	2.24	70	3.19	100	Asthma	Obstructive
1.56	56	1.59	57	2.89	82	2.79	79	0.79	25	0.82	26	COPD	Obstructive
1.4	58	1.47	61	2.22	73	2.16	71	0.93	31	1.03	34	COPD	Obstructive
0.62	18	0.92	27	1.55	38	1.58	38	0.31	11	0.58	20	COPD	Obstructive
1.41	62	1.57	69	2.04	70	2.17	74	0.9	38	1.18	50	COPD	Obstructive
0.89	33	1.01	37	1.69	53	1.87	59	0.52	20	0.55	21	COPD	Obstructive
1.83	53	1.73	51	2.53	60	2.49	59	1.4	40	1.25	35	COPD	Obstructive
1.15	49	1.08	46	1.68	59	1.67	58	0.84	33	0.69	27	COPD	Obstructive
1.09	46	1.08	45	1.3	45	1.24	43	1.28	49	1.44	55	DPLD	Non-obstructive
1.44	53	1.47	54	1.91	57	2.01	60	1.2	36	1.06	32	DPLD	Non-obstructive
1.91	57	1.89	56	2.06	52	2.1	53	2.82	76	2.65	70	Sarcodiosis	Non-obstructive
1.74	78	1.85	83	2.27	82	2.44	88	1.48	48	1.52	49	Asthma	Obstructive
1.34	63	1.31	62	1.99	76	2.08	79	0.84	28	0.66	22	Asthma	Obstructive
2.63	87	2.76	92	3.47	90	3.4	90	2.12	54	2.52	65	Asthma	Obstructive
0.98	51	0.94	49	1.51	62	1.49	62	0.55	20	0.5	18	Asthma	Obstructive
1.26	35	1.33	37	2.43	54	2.63	59	0.51	11	0.53	12	Asthma	Obstructive
1.44	56	1.51	58	1.79	56	1.87	59	1.43	42	1.55	45	Asthma	Obstructive
0.96	39	1.16	47	1.85	58	2.09	66	0.42	12	0.49	14	Asthma	Obstructive
1.59	78	1.62	80	2.08	82	2.25	89	1.34	47	1.11	39	Asthma	Obstructive
1.78	47	1.92	50	2.87	60	3.1	65	0.93	20	0.99	21	Asthma	Obstructive
1.22	39	1.31	42	2.46	62	2.62	66	0.45	11	0.47	12	Asthma	Obstructive
1.79	45	2.09	53	3.09	62	3.28	65	0.83	17	1.14	24	Asthma	Obstructive
0.88	25	0.91	26	1.94	44	2.01	46	0.34	8	0.36	8	Asthma	Obstructive
1.89	75	1.9	75	2.35	75	2.35	75	1.79	57	1.94	61	COPD	Obstructive
2.42	66	2.34	64	1.99	65	2	66	2.02	78	2.26	87	COPD	Obstructive
0.53	28	0.55	29	1.07	46	1.17	50	0.22	8	0.24	8	COPD	Obstructive
1.27	41	1.3	42	2.07	53	2.1	54	0.8	23	0.76	21	Asthma	Obstructive
0.41	23	0.41	23	0.89	41	0.97	45	0.28	10	0.23	8	Asthma	Obstructive
1.15	34	1.22	36	2.38	57	2.53	61	0.61	21	0.63	22	Asthma	Obstructive
0.69	23	1.11	37	1.27	35	1.78	49	0.5	19	0.76	29	Asthma	Obstructive
0.81	29	1.09	39	1.85	56	2.16	65	0.39	16	0.51	21	Asthma	Obstructive
0.65	24	0.89	33	1.35	39	1.7	49	0.27	7	0.4	11	Asthma	Obstructive
1.41	51	1.38	49	2.66	74	2.53	70	0.7	24	0.79	0.26	COPD	Obstructive
0.97	34	1.13	40	1.85	51	2.15	60	0.57	18	0.61	19	COPD	Obstructive
0.85	30	1.03	37	1.46	41	1.63	46	0.52	16	0.67	21	COPD	Obstructive
0.72	21	0.88	26	1.4	35	1.86	47	0.77	31	1.3	52	COPD	Obstructive
1.07	60	1.05	59	1.72	73	1.68	71	0.53	19	0.5	18	COPD	Obstructive
1.92	67	2.01	70	2.8	82	2.87	84	1.16	47	1.28	52	COPD	Obstructive
0.62	20	0.65	21	1.61	42	1.58	41	0.33	12	0.35	13	COPD	Obstructive
0.57	18	0.6	19	1.56	41	1.53	40	0.36	14	0.37	14	COPD	Obstructive
1.32	55	1.28	53	2.03	62	2.1	64	0.66	21	0.59	19	COPD	Obstructive
1.13	56	1.19	59	1.87	71	2.06	78	0.52	17	0.53	18	COPD	Obstructive
0.71	47	0.75	50	1.3	70	1.41	76	0.32	12	0.35	13	COPD	Obstructive
2.25	87	2.32	89	3.18	94	3.03	90	1.39	40	1.86	54	COPD	Obstructive
1.68	44	2.07	54	2.59	55	2.94	62	0.86	22	1.27	32	COPD	Obstructive
0.8	23	0.91	26	2.22	51	2.52	58	0.29	7	0.34	8	COPD	Obstructive
0.95	31	1.11	36	1.36	36	1.62	42	0.69	19	0.73	20	DPLD	Non-obstructive
0.55	29	0.7	37	1.16	49	1.41	60	0.4	19	0.45	21	Asthma	Obstructive
1.16	38	1.27	41	1.94	49	2.07	52	0.58	15	0.62	16	COPD	Obstructive
1.48	59	1.54	61	2.26	69	2.52	77	0.87	26	0.82	24	COPD	Obstructive
1.25	46	1.31	48	2.54	72	2.53	72	0.64	17	0.68	19	COPD	Obstructive
1.08	42	1.17	46	1.81	54	2.18	65	0.53	15	0.48	14	COPD	Obstructive
1.03	59	1.24	71	1.53	65	1.81	77	0.62	23	0.77	28	COPD	Obstructive
0.69	29	0.75	32	1.68	54	1.9	62	0.27	8	0.28	9	COPD	Obstructive
1.42	72	1.27	65	2	79	1.8	72	1.06	51	0.87	42	COPD	Obstructive
1.87	61	1.66	54	3.51	90	3.45	88	0.94	24	0.74	19	COPD	Obstructive
0.86	30	0.9	32	1.69	46	1.78	49	0.26	7	0.27	7	COPD	Obstructive
0.52	24	0.8	38	1.27	46	2.08	75	0.18	6	0.32	10	COPD	Obstructive
0.73	33	0.89	40	1.87	63	2.15	73	0.25	84	0.37	12	COPD	Obstructive
1.14	47	1.07	44	2.45	79	2.33	75	0.48	14	0.43	13	COPD	Obstructive
2.03	95	1.99	93	2.65	94	2.62	93	1.66	54	1.62	53	COPD	Obstructive
1.37	48	1.52	53	2.47	67	2.65	71	0.66	18	0.72	19	COPD	Obstructive
0.7	22	0.85	26	1.67	42	2.31	58	0.39	12	0.4	12	COPD	Obstructive
2.1	68	2.11	68	2.97	75	2.95	75	1.35	34	1.36	34	COPD	Obstructive
1.13	51	1.3	59	1.94	68	2.19	76	0.55	17	0.57	18	COPD	Obstructive
0.69	25	0.73	26	1.22	34	1.34	31	0.32	9	0.32	9	COPD	Obstructive
0.77	37	0.82	40	1.46	53	1.58	58	0.28	9	0.31	10	COPD	Obstructive
0.8	28	0.8	28	1.78	48	1.92	52	0.37	10	0.32	8	COPD	Obstructive
0.85	33	0.91	35	1.78	54	1.92	58	0.35	10	0.34	10	Asthma	Obstructive
0.91	33	1.14	42	2.55	72	2.8	79	0.36	10	0.44	12	COPD	Obstructive
2.02	82	2.06	83	2.5	79	2.49	79	2.06	59	2.41	69	COPD	Obstructive
0.73	27	0.93	35	2.19	65	2.81	83	0.27	7	0.31	9	COPD	Obstructive
0.75	26	0.87	16	1.73	47	2.06	55	0.34	9	0.6	10	COPD	Obstructive
1.42	53	1.47	55	1.87	54	1.97	57	1.07	29	1.06	29	COPD	Obstructive
0.9	41	1.08	50	1.97	70	2.22	78	0.35	11	0.44	14	COPD	Obstructive
1.82	77	1.9	81	2.75	90	2.8	91	1.01	31	1.12	34	COPD	Obstructive
0.8	30	0.84	32	1.95	57	2.21	64	0.28	8	0.31	9	COPD	Obstructive
0.82	31	1.04	39	1.52	44	2.02	58	0.37	11	0.43	12	COPD	Obstructive
3.32	77	3.64	84	4.07	80	4.23	83	3.33	88	4.37	116	Asthma	Obstructive
1.42	42	1.54	45	2.71	63	3.13	72	0.65	15	0.68	16	COPD	Obstructive
1.77	108	1.91	116	2.09	105	2.26	114	2.16	81	2.19	82	DPLD	Non-obstructive
2.67	83	2.63	84	3.46	85	3.36	83	2.25	54	2.51	61	DPLD	Non-obstructive
1.22	52	1.23	52	1.3	46	1.3	46	2.01	76	2.53	96	DPLD	Non-obstructive
1.85	65	1.96	69	2.42	67	2.51	70	1.5	39	1.65	43	DPLD	Non-obstructive
1.17	57	1.2	59	1.31	51	1.24	48	2.26	103	2.61	120	DPLD	Non-obstructive
0.56	20	0.59	21	0.57	17	0.59	18	2.02	68	1.94	65	DPLD	Non-obstructive
1.69	56	1.65	54	1.93	53	1.94	54	2.81	107	2.39	91	DPLD	Non-obstructive
1.17	49	1.23	52	1.44	47	1.42	47	1.36	57	2.1	88	DPLD	Non-obstructive
0.93	33	1.01	35	1.27	37	1.44	42	0.71	22	0.68	21	DPLD	Non-obstructive
1.32	71	1.27	70	1.52	64	1.33	56	2.74	96	3.27	115	DPLD	Non-obstructive
1.45	64	1.5	66	1.7	61	1.72	62	1.68	69	1.93	79	DPLD	Non-obstructive
1.57	61	1.6	63	1.73	56	1.77	57	2.31	81	2.67	94	DPLD	Non-obstructive
1.45	90	1.49	93	1.88	91	1.83	89	1.23	71	1.57	91	DPLD	Non-obstructive
0.76	39	0.76	39	0.76	33	0.76	33	2.08	90	3.17	137	DPLD	Non-obstructive
2.27	109	2.28	109	2.82	104	2.83	105	2.27	108	2.15	102	DPLD	Non-obstructive
2.42	67	2.05	56	2.68	62	2.27	52	4.15	134	3.47	112	DPLD	Non-obstructive
2.55	86	2.57	87	2.79	76	2.78	75	4.7	155	4.88	161	DPLD	Non-obstructive
2.55	86	2.57	87	2.79	76	2.78	75	4.7	155	4.88	161	DPLD	Non-obstructive
1.52	55	1.58	57	1.8	53	1.74	52	1.69	57	2.22	75	DPLD	Non-obstructive
1.07	47	0.98	43	1.07	39	0.98	36	2.88	112	4.26	165	DPLD	Non-obstructive
1.65	73	1.53	68	1.88	64	1.8	62	2.63	81	2.5	77	DPLD	Non-obstructive
2.04	86	2.11	89	3.02	96	3.09	99	1.12	35	1.17	36	DPLD	Non-obstructive
1.62	79	1.6	78	1.96	78	1.89	75	1.83	62	2.04	69	DPLD	Non-obstructive
1.22	58	1.23	58	2.62	49	1.25	48	2.4	116	3.18	154	DPLD	Non-obstructive
0.97	49	0.99	50	1.18	48	1.31	63	0.87	31	0.76	27	DPLD	Non-obstructive
1.15	60	1.17	61	1.25	52	1.31		2.07	75	1.91	69	DPLD	Non-obstructive
0.49	22	0.62	28	0.68	24	0.85	30	0.3	10	0.44	14	DPLD	Non-obstructive
0.91	39	0.96	41	0.98	34	1.03	35	1.63	51	1.93	61	DPLD	Non-obstructive
0.96	49	1.23	63	1.63	67	1.43	59	0.49	17	1.29	46	DPLD	Non-obstructive
1.07	51	1.08	52	1.19	45	1.23	47	1.56	71	1.25	57	DPLD	Non-obstructive
1.18	46	1.22	47	1.36	43	1.39	44	1.49	43	1.72	50	DPLD	Non-obstructive
2.05	70	2.13	73	2.45	66	2.46	66	2.47	65	2.89	76	DPLD	Non-obstructive
2.67	76	2.84	81	3.14	75	3.19	76	3.23	107	3.98	131	Asthma	Obstructive
1.52	65	1.58	67	1.63	61	1.68	63	2.75	123	2.71	121	Asthma	Obstructive
2.12	67			2.34	62			3.39	85			DPLD	Non-obstructive
2.09	73	2.2	77	2.71	76	2.79	78	1.75	45	1.95	51	OSA	Non-obstructive
2.86	84	2.71	80	3.12	73	3.01	71	3.77	87	4.5	104	OSA	Non-obstructive
1.93	49	1.22	53	1.22	45	1.33	49	2.12	93	2.15	94	Sarcodiosis	Non-obstructive
2.89	105	2.94	107	3.06	94	3.09	94	4.09	131	4.38	140	Sarcodiosis	Non-obstructive
0.63	27	0.93	40	0.77	27	7.06	37	0.63	24	1.31	50	Sarcodiosis	Non-obstructive
1.22	58	1.48	65	1.55	58	1.7	63	1.72	67	2.07	80	Sarcodiosis	Non-obstructive