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pgurazada1
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machine-failure-logs

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train · 1.26k rows

Air temperature [K] float64 0 400	Process temperature [K] float64 0 350	Rotational speed [rpm] int64 0 50k	Torque [Nm] float64 0 5k	Tool wear [min] int64 0 1k	Type stringclasses 3 values	prediction int64 0 1
300.8	310.8	1,466	45.2	188	H	0
296.8	307.9	1,698	30.8	48	L	0
300.6	309.8	1,447	42.9	12	M	0
297.6	308.6	1,326	62.4	173	L	0
301.9	311	1,291	63.6	137	H	0
304.1	313.3	1,480	38.4	72	M	0
300.3	311.6	1,339	53.4	123	H	0
301	311.6	1,301	55	9	M	0
300.7	310.6	1,520	45.9	146	L	0
298.9	310.6	1,585	38.1	7	L	0
298	307.7	1,529	34.1	11	L	0
297.4	308.6	1,439	46.4	114	L	0
300	309	1,709	32.1	79	L	0
301	310.9	1,392	52.9	173	L	0
300.8	311.1	1,480	41.1	176	L	0
301	312.1	1,377	49.9	48	L	0
298.8	308.7	1,543	38.2	44	M	0
300.8	310.1	1,686	26.9	128	M	0
300.4	311.6	1,200	76.6	3	L	0
297.9	309.1	1,595	32	32	L	0
297.1	308.1	1,633	33.3	192	L	0
302.3	311.1	1,295	57.1	146	M	0
298.4	309.2	2,118	17.7	210	L	0
301	312	1,558	37.5	190	M	0
298.5	309.8	1,468	40.9	157	L	0
302.3	311.5	1,384	50.8	13	L	0
301.7	311.2	1,521	36.7	130	L	0
298.8	310	1,389	49.6	149	L	0
300.1	309.2	1,687	27.7	95	M	0
299.2	308.5	1,340	50	144	L	0
299.4	309.2	1,427	41.5	29	L	0
297.4	308.5	1,497	36.4	56	M	0
301.1	311.2	1,407	53	165	M	0
297.8	308.9	1,518	40.4	2	L	0
301.3	311.2	1,457	44.5	14	L	0
299	310.3	1,494	46.6	144	M	0
303.5	311.9	1,565	38.9	12	L	0
301.6	310.7	1,791	23.8	81	M	0
303.7	312.6	1,396	44.1	136	L	0
301.2	310.8	1,711	28.9	38	L	0
298.2	308.3	1,589	33.2	94	L	0
302.2	311.7	1,471	45.6	140	L	0
302.7	312	1,944	21.4	71	M	0
298.1	307.7	1,664	27.6	145	L	0
298.1	307.8	1,524	40.8	71	L	0
299.9	311.3	1,647	27.5	26	L	0
298.6	309.8	1,370	56	0	L	0
297.1	308.4	1,550	37	167	L	0
299.7	309.2	1,468	49.6	132	H	0
300.6	310.5	2,156	18	16	M	0
300.1	311.3	1,518	40.2	130	M	0
297.7	308.8	1,388	45.6	190	M	0
300.5	309.8	1,324	72.8	159	H	1
300.6	310.3	1,648	30.5	217	L	0
299.4	309	1,939	19.8	204	M	0
298.4	309.4	1,429	41.8	203	M	0
300.8	310.7	1,358	48.1	198	L	0
298.9	308.5	1,503	40.6	145	L	0
303.4	311.6	1,564	41.9	137	L	0
301.8	310.8	1,546	43.4	29	L	0
303.1	311.2	1,435	40.1	219	L	0
295.6	306	1,396	52.4	0	H	0
301.9	310.8	1,427	47.7	92	L	0
300.7	310.8	1,452	47.9	77	M	0
296.7	307.8	1,646	34.6	238	L	0
302.4	310.1	1,577	35.8	136	M	0
297.5	308.4	1,350	52.2	157	M	0
303.5	311.8	1,927	21.9	195	L	0
304.2	313.4	1,475	40.2	98	L	0
301.7	310.5	1,724	33	171	M	0
300	309.6	1,477	38.1	13	M	0
299.7	311.2	1,835	23.7	183	L	0
300.9	312	1,493	38.7	217	L	0
302.2	311.4	1,390	48.1	40	L	0
298.3	307.9	1,766	26.5	145	L	0
299.5	309.1	1,476	47.8	223	L	0
299.2	310.7	1,540	36.3	175	L	0
301.6	310.1	1,362	55.8	70	L	0
300.5	310.4	1,702	33.1	71	L	0
300.6	310.7	1,654	32	180	M	0
301.7	310.2	1,331	61.2	47	L	0
301.5	310.4	1,329	46.6	24	L	0
296.8	308	1,497	41.7	231	L	0
301.6	310.7	1,421	44.4	94	M	0
301	310.9	1,492	36.7	199	L	0
297.7	309.6	1,529	35.2	153	L	0
296.2	307.2	1,168	63.4	172	M	0
300.7	312.4	1,590	37.9	98	L	0
297.9	308	1,954	21.1	42	L	0
300.7	311.1	2,377	14.3	135	L	0
299.2	308.4	1,476	32.7	101	M	0
300.4	310.1	1,544	41.9	184	L	0
300	311.5	1,451	49	115	M	0
300.7	309.6	1,733	24.8	85	L	0
302	310.9	1,546	34.4	7	L	0
298.8	310.1	1,380	44	56	H	0
299.8	311.2	1,664	28.3	173	L	0
298.9	310.6	1,615	33	221	H	0
298.9	310	1,719	27.3	58	L	0
302.9	312.4	1,383	51.4	160	L	0