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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
298.1	309.1	1,425	44.5	49	H	0
299.1	310.2	1,456	48.4	101	M	0
299.3	309	1,425	40.6	123	H	0
297.5	308.5	1,546	40.4	129	L	0
300.9	312	2,129	17.8	173	H	0
300.6	309.7	1,934	22.8	15	M	0
300.8	310.1	1,405	61.2	189	L	1
300.2	311	2,370	14.7	144	M	0
298.9	310.2	1,498	50.2	160	L	0
300.1	309.7	1,680	33.8	140	L	0
303.7	312.4	1,631	28.5	132	M	0
302.4	310.3	1,479	36.2	115	L	0
300.9	310.8	1,476	39	10	L	0
303.7	312.5	1,520	35.6	154	H	0
298.6	309.6	1,472	39.1	14	L	0
304.1	313.3	1,480	38.4	72	M	0
300	311.4	1,384	46.1	7	M	0
299.8	311.1	1,603	35.1	179	L	0
303.9	313.1	1,425	49.3	199	L	0
301.5	310.4	1,276	55.6	158	M	0
303.5	312.4	1,340	44.5	76	L	0
304	313.1	1,466	39.5	83	M	0
297.7	309	1,507	38.2	94	L	0
302.4	311.1	1,887	22.4	197	M	0
299.1	310.6	1,818	24.1	173	L	0
300.9	311.9	1,480	40.9	28	M	0
297.4	309.3	1,499	36.8	88	M	0
301.8	310.7	1,551	37.7	64	L	0
296.6	307.5	1,557	35.1	60	L	0
300.6	309.5	1,867	23	242	L	0
301.7	310.2	1,620	30.8	42	H	0
302.4	311.9	1,422	46.4	194	M	0
298.8	310.6	1,651	33.3	0	L	0
298.7	309.8	1,435	48.8	71	M	0
300.6	309.3	1,409	38.7	115	L	0
300.5	309.8	1,939	21.4	164	L	0
300.3	311.5	1,548	32.2	25	L	0
299.6	309	1,372	60.4	149	L	1
300.1	311.2	1,489	39.1	188	L	0
303.7	312.7	1,335	51.1	161	L	0
302.3	311	1,329	51.5	154	L	0
297.2	308.6	1,444	41.1	56	M	0
300	309.6	1,364	45.9	16	L	0
300	309.5	1,717	28.3	48	L	0
300.6	310.2	1,648	31.7	46	L	0
302	311.2	1,400	49.5	20	M	0
301	309.6	1,588	32.7	138	M	0
301.9	311	1,672	29.9	13	H	0
301.9	311.3	1,501	40.8	59	L	0
302.1	311	1,364	50	205	L	0
301.5	310.8	1,785	25.5	120	L	0
299.7	309.2	1,554	41.6	62	H	0
296.9	308.3	1,555	38.2	175	L	0
298	307.7	1,492	38.7	202	L	0
301.3	310.4	1,384	50.1	88	L	0
303.5	312.6	1,405	51.6	62	M	0
301.2	311	1,573	32.8	57	L	0
301.6	310.9	1,532	43.6	15	L	0
298	308.7	1,377	48.5	181	M	0
300.4	311.3	1,608	35.1	114	L	0
301	310.9	1,515	37.3	6	L	0
297.3	308.3	1,494	38.2	14	L	0
297.3	308.8	1,554	36.1	70	L	0
299.3	308.6	1,437	48.1	67	L	0
300.8	310.3	1,526	36.3	205	M	0
302.1	311.5	1,533	39.4	26	L	0
300.5	311.6	1,506	36.2	10	H	0
299.6	310.2	1,512	44	79	L	0
297.1	308.2	1,790	30.3	128	H	0
301.9	311	1,455	46	29	L	0
296.3	307.4	1,958	19.1	67	M	0
298.3	307.8	1,485	42	13	M	0
298.9	310.3	1,364	54	95	L	0
300	309	1,454	51.7	2	L	0
297.4	309	1,324	56.9	173	L	0
299.4	310.4	1,509	40.6	175	L	0
302.2	311.5	1,427	43.8	88	L	0
299.4	309.1	1,957	22.1	55	L	0
300.4	311.3	1,350	56.5	31	M	0
301.6	310.8	1,290	65.3	63	M	0
299.2	308.6	1,381	50	193	L	0
302.2	310	1,483	48.7	20	L	0
302.7	312.2	1,585	35.5	167	M	0
297.5	308.7	1,443	46.2	110	L	0
302	311.1	1,406	50.5	187	L	0
299.2	308.4	1,509	39.4	0	L	0
302.4	310.4	1,865	23.9	129	L	0
299.5	308.6	1,672	30.5	177	L	0
298.1	310	1,553	40.9	49	L	0
297	307.9	1,846	27.3	179	H	0
298.2	308	1,499	44.1	166	L	0
298.9	310.6	1,387	52.7	2	L	0
300.8	310.1	1,405	61.2	189	L	1
298.7	309.6	1,755	26.9	73	H	0
301.8	310.8	1,508	38.8	96	M	0
297.6	308.3	1,648	29.1	134	M	0
303.6	312.5	1,459	48.2	17	M	0
300.8	310.4	1,368	46.8	21	L	0
303.7	312.6	1,429	43.3	189	M	0
301.9	309.6	1,446	43.2	225	L	0