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davoodwadi
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machine-failure-logs

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train · 2.37k rows

Air temperature [K] float64 0 1k	Process temperature [K] float64 0 520	Rotational speed [rpm] int64 0 2.56k	Torque [Nm] float64 0 1k	Tool wear [min] int64 0 16k	Type stringclasses 3 values	prediction int64 0 1
297.8	308.9	1,871	25.6	200	L	0
298.2	308.8	1,345	44.3	37	L	0
302.3	311.5	1,530	42.3	21	M	0
298.1	308.5	1,392	44.8	111	H	0
302.1	310.1	1,543	35.8	164	L	0
297.3	308.2	1,896	24.4	47	L	0
298.7	309.6	1,686	26.2	189	M	0
300.3	311.9	1,390	49	194	H	0
302.5	312	1,487	46.1	175	M	0
302.7	312	1,538	36.7	74	M	0
298.2	308.8	1,354	60.9	32	L	0
297.4	308	1,440	42.4	190	M	0
297.6	307.1	1,496	39.2	12	L	0
304	313.2	1,437	53.9	7	M	0
302.3	311	1,526	37.7	171	M	0
301.7	310.5	1,354	50	169	L	0
297.4	309.3	1,775	25.8	91	M	0
302.6	311.8	1,627	31.8	23	L	0
301	310.9	1,740	28.9	129	L	0
297.8	309.3	2,015	20.1	161	L	0
300.7	309.6	1,996	19.8	203	M	0
296.6	307.6	1,671	28.8	108	L	0
298.8	310.3	1,708	27.1	78	H	0
296.9	307.8	1,549	37.8	104	H	0
303	311.2	1,503	37	152	H	0
298.9	310.1	2,109	18	61	L	0
301.4	311	1,533	45.8	125	L	0
301.1	309.8	1,519	39.6	167	L	0
298.3	309.4	1,468	46.2	10	L	0
303.1	311.2	1,452	52.9	11	L	0
297.5	308.4	1,441	44.5	4	L	0
299.4	310.7	1,426	45.7	213	L	0
300.6	310.2	1,447	45.9	17	L	0
297.4	308.5	1,477	40.7	74	L	0
300	310.1	1,714	28.7	55	H	0
299.4	310.4	1,509	40.6	175	L	0
301.7	310.5	1,567	39.1	114	L	0
302.2	310.6	1,355	51.5	126	M	0
298.2	307.8	1,515	46.7	74	L	0
301.4	309.9	1,259	63.9	20	L	0
301.7	311	1,715	24.8	17	L	0
300.5	311.5	1,499	37.6	73	L	0
299.9	311.3	1,413	41.8	153	H	0
297.5	308.3	2,564	12.8	127	L	0
300.7	310.9	1,486	38.9	106	M	0
300	309.5	1,425	40.8	178	M	0
297.7	308.1	1,734	30.7	177	L	0
300.4	311.8	1,442	45.1	0	M	0
300.6	310	1,478	36.3	95	M	0
301.9	311	1,353	43.8	130	L	0
301.7	310.1	1,500	39.6	56	L	0
302.9	312.5	1,924	24	17	M	0
304.1	313	1,408	45.3	28	L	0
300	311.5	1,601	36.9	35	L	0
300.6	309.8	1,694	31.1	187	M	0
302.6	312.1	1,782	26.8	198	L	0
298.2	309	1,441	44.2	147	M	0
298	308.5	1,404	46.6	201	L	0
296.9	307.7	1,550	39.7	124	L	0
299.2	308.5	1,515	39.8	141	L	0
302.5	310.4	1,581	32.7	181	M	0
301.5	310.8	1,785	25.5	120	L	0
297.4	308.6	1,420	45.8	120	H	0
298.2	308.7	1,408	40	9	L	0
300.4	310.5	1,402	54.3	44	L	0
302.4	311.9	1,867	25.9	121	L	0
302.3	311.4	1,609	32.3	49	L	0
300.6	310.3	1,648	30.5	217	L	0
304.2	313.5	1,557	37.3	164	M	0
298.2	307.8	1,355	59.4	115	L	0
300.9	310.8	1,519	34.9	73	M	0
302.5	311.9	1,306	59.7	172	L	0
302	310.8	1,615	29	235	L	0
297.4	308.5	1,472	42	150	M	0
297.3	308.4	1,513	40.5	25	L	0
300	309.3	1,364	41.2	104	L	0
297.9	308.8	1,386	48.6	75	L	0
303.1	311.3	2,056	19.7	167	H	0
297.3	308.3	1,301	39.6	5	M	0
300.8	310.8	1,618	32.8	40	H	0
301.3	311	1,418	41.9	208	L	0
296.7	307.7	1,927	23.9	112	L	0
298.8	309.8	1,461	39.4	141	L	0
300.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0