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sroy2209
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machine-failure-logs-2

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train · 396 rows

Air temperature [K] float64 296 3.01k	Process temperature [K] float64 306 314	Rotational speed [rpm] int64 1.17k 2.69k	Torque [Nm] float64 12.1 64.9	Tool wear [min] int64 0 1.01k	Type stringclasses 3 values	prediction int64 0 1
297.6	308.7	1,376	59.9	74	M	0
295.9	306.6	1,557	41.1	113	L	0
297.9	309	1,379	47.3	28	L	0
297.5	308.4	1,723	27.3	67	L	0
299.8	309.4	1,475	43.4	51	L	0
298.9	310.3	1,364	54	95	L	0
300.4	309.9	1,496	31.8	154	L	0
300.1	309.1	1,400	46.7	77	L	0
303.8	312.6	1,406	47.1	162	M	0
303.9	313	1,517	36	142	H	0
297.2	307.9	1,493	38.4	146	L	0
303.5	312.4	1,318	54.2	177	M	0
302.4	311.1	1,446	42.9	5	L	0
300.3	311.7	1,821	26.3	202	L	0
301.5	310.6	1,403	47.4	34	M	0
301.1	311.1	1,384	42.5	185	M	0
301	310.9	1,479	44.3	194	L	0
304.4	313.7	1,607	33.5	5	L	0
300.3	309.2	1,807	26.4	169	L	0
300.7	309.6	1,421	49.8	165	M	0
297.9	309.1	1,338	49.6	56	M	0
299.7	309	1,465	49	158	M	0
297.2	308.7	1,398	38.1	88	M	0
298.4	308.9	1,782	23.9	24	H	0
297.3	308.3	1,461	41.5	108	H	0
303	312.5	1,461	40.2	127	L	0
300.7	311.9	1,419	47.7	179	L	0
299.8	309	1,467	37.3	193	H	0
299.8	309.1	1,268	58	90	M	0
301.7	310.7	1,442	41.1	89	M	0
302.9	311	1,437	49.9	55	M	0
299.8	309.1	1,578	42.1	191	L	0
300.3	311.7	1,447	36.8	0	M	0
300.4	311.6	1,674	33	172	L	0
299.4	309.3	1,401	59	38	L	0
299.3	308.6	1,605	37	78	L	0
298.9	308.9	1,727	27.1	37	M	0
297.3	308.3	1,935	19.3	24	H	0
300	309.1	1,882	23.8	84	L	0
300.3	309.5	1,551	37.9	42	L	0
298.6	309.5	1,450	44.3	7	L	0
300	309.5	1,717	28.3	48	L	0
301.9	311.5	1,492	40.8	150	M	0
300.2	309.5	1,729	28.4	131	L	0
297	307.8	1,500	39.9	175	L	0
303.3	311.5	1,412	55.6	67	L	0
301.9	311	2,691	12.1	31	L	1
301.4	310.7	1,459	37.7	40	M	0
299	310	1,486	34.6	91	M	0
298.4	309.2	2,118	17.7	210	L	0
297.1	308	1,690	25.6	159	M	0
298.7	308.5	1,469	39.9	67	L	0
300.3	311	1,613	34.7	142	L	0
297.8	308.9	1,650	32.2	195	H	0
300	309.6	1,618	36.2	53	M	0
300.8	310.5	1,434	44.5	89	L	0
302.3	311.8	1,574	42.8	215	L	0
297.4	308.6	1,276	53.6	103	L	0
298.8	309.1	1,378	54.4	165	L	0
297.3	308.4	1,531	35.6	16	H	0
300.6	309.3	1,510	46	87	M	0
300.8	311.2	2,237	17	95	H	0
300.4	310.2	1,380	47.3	5	M	0
299.1	308.6	1,437	41.6	183	L	0
300.7	310.2	1,286	64.9	160	L	1
301.7	311.2	1,413	42.6	79	M	0
303.6	312.7	1,429	47.7	198	L	0
301	310.9	1,359	53.4	180	M	0
297.2	308.5	2,182	16.5	127	L	0
302	311.3	1,567	41.1	26	L	0
302.8	312.4	1,651	27	200	L	0
303.9	313	1,626	31.4	209	L	0
299.5	310.7	1,589	33.5	5	L	0
301.8	310.8	1,691	33.4	62	M	0
298.5	308.8	1,557	36	21	M	0
301.8	311.2	1,417	55.9	156	L	0
303.1	311.3	1,474	34.8	215	L	0
297.8	307.3	1,555	35.8	190	H	0
299.6	309.4	1,331	46.4	16	L	0
297.7	307.3	1,365	49.2	36	M	0
303.8	312.7	1,555	33.4	128	M	0
300.2	311.5	1,432	43.6	127	H	0
298.3	309.1	1,403	45.1	138	L	0
298	307.6	1,385	45	158	L	0
300.8	311.7	1,681	31.3	221	L	0
302.2	311.5	1,863	25.7	85	M	0
301.8	310.7	1,383	45.7	44	M	0
297.9	307.4	1,606	35.5	14	L	0
298.9	310	1,719	27.3	58	L	0
299.4	309.2	1,427	41.5	29	L	0
299.5	309.3	1,972	19.3	177	L	0
301	312.2	1,601	33	109	L	0
298	309.2	1,520	37.9	89	H	0
300.7	310.9	1,468	41.8	112	M	0
302.6	310.5	1,461	45.4	0	L	0
297.6	308.6	1,393	40.4	127	L	0
301.9	311	1,291	63.6	137	H	0
300.7	310.8	1,689	28.9	100	L	0
298.4	308	1,526	41.1	162	L	0
300.4	311.7	1,314	59.5	160	L	0

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