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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 15k	Torque [Nm] float64 0 1k	Tool wear [min] int64 0 16k	Type stringclasses 3 values	prediction int64 0 1
299.1	308.2	1,319	60.3	36	L	0
297.6	308.6	1,528	40	123	L	0
300.6	310.7	1,440	52.5	200	L	0
302.4	310.2	1,400	53.7	175	L	1
297.2	308.3	1,379	52.1	21	L	0
300.7	310.9	1,521	39.4	61	L	0
298.3	309.3	1,337	56.1	206	L	0
300.5	310	1,358	60.4	102	H	0
300	310.5	1,790	25.7	123	M	0
300.9	311.2	1,353	60.4	139	L	0
302.6	310.8	1,470	41.2	156	L	0
301.3	310.5	1,503	48.6	72	L	0
300.1	309.2	1,687	27.7	95	M	0
300.9	310.4	1,445	41.7	180	L	0
303.9	313.2	1,570	40.7	74	M	0
298.2	307.8	1,528	31.1	194	L	0
301.4	310.7	1,428	53.7	176	L	0
297.5	308.1	1,480	42.4	112	M	0
300.8	310.2	1,520	37.7	193	L	0
299.6	309.1	1,369	51.4	164	L	0
301.8	311.2	1,822	26.2	204	L	0
300.7	310.2	1,387	50.6	83	L	0
299.2	308.6	1,582	38.8	156	L	0
301.1	312.3	1,595	31.9	134	L	0
299.9	309.8	1,400	48.7	119	H	0
303.3	311.4	1,658	30.5	7	L	0
299.6	310.1	1,531	36.8	62	H	0
298.3	308.6	1,589	37.1	137	M	0
301.3	310.9	1,512	36.9	159	M	0
298.9	309.8	1,396	49	13	L	0
300.3	311.6	1,359	54.1	81	M	0
297.9	309	1,290	49.8	43	L	0
302.2	310	1,483	48.7	20	L	0
303.3	311.4	1,651	30.6	50	H	0
300.6	309.8	1,418	42.7	147	L	0
297.6	309	1,354	55.6	46	H	0
302.1	310.7	1,294	62.4	101	H	0
299.3	308.9	1,858	24.7	101	M	0
299	310.3	1,431	39.9	157	L	0
299.8	309.9	1,553	36.6	157	L	0
303.4	311.6	1,449	41.7	132	L	0
297.7	307.2	1,372	52.8	33	M	0
297.4	308.8	1,467	39	128	L	0
300.3	310.1	1,483	39.9	174	L	0
296	306.6	1,392	51.3	124	M	0
301.8	310.9	1,521	39.3	197	L	0
300.5	309.9	1,552	41.3	116	M	0
297.3	308.6	1,297	45.9	184	L	0
298.2	307.7	1,608	33.8	106	M	0
300.3	311.3	1,506	40.7	98	M	0
297.8	307.4	1,438	43.6	141	M	0
300.3	310.5	1,522	39.1	217	L	0
302.5	311.4	1,759	24.6	124	L	0
303.5	312.3	1,946	21.1	112	L	0
302.3	310.9	1,891	22.7	135	L	0
301	309.7	1,511	39.3	146	M	0
302.5	312	1,487	46.1	175	M	0
301	310.4	1,563	34.4	124	L	0
300.7	310.6	1,484	38	84	M	0
296.3	307.3	1,567	31.4	5	L	0
297.4	308.1	1,348	53.7	68	L	0
297.3	308.3	1,301	39.6	5	M	0
298	307.7	1,643	32.3	200	L	0
297.8	308.8	1,621	36.1	68	L	0
301.2	310.4	1,470	44	113	L	0
299.6	310.2	1,381	60.5	13	L	0
300.5	311.6	1,528	42.4	163	L	0
301	309.7	1,491	42.9	165	L	0
303.7	312.5	1,481	33.3	182	L	0
302.4	311.8	1,255	59	138	L	0
300	310.5	1,606	33.5	135	L	0
302.3	311.5	1,384	50.8	13	L	0
301.7	311.1	1,455	39.8	118	L	0
298.7	308.5	1,353	47	190	L	0
296.7	307.7	1,927	23.9	112	L	0
300.3	311.1	1,477	44.2	166	M	0
299.3	308.6	1,403	50.6	189	L	0
298.9	310	1,348	58.2	163	M	0
298.2	307.8	1,749	26.1	66	L	0
301.9	310.7	1,480	47.1	68	L	0
299.8	310.4	1,698	28.3	103	L	0
299.7	311.1	1,650	32.4	60	L	0
298.6	309.6	1,635	29.7	9	M	0
299.5	309.2	1,872	22.6	162	H	0
300.8	311.7	1,432	45.8	6	L	0
295.3	305.8	1,589	36.2	184	M	0
300.8	310.7	1,633	27.8	0	L	0
302.2	310.9	1,771	27.6	54	M	0
302.6	312.1	1,499	35	215	L	0
298.7	309.9	1,483	32.8	142	L	0
295.6	306.2	1,650	28.2	35	L	0
302.5	310.3	1,551	37.3	168	L	0
303.7	312.3	1,756	26.4	190	M	0
303.9	312.6	1,426	53.4	172	L	0
300.4	311.4	1,352	57.3	116	M	0
300.9	310.9	1,636	35.3	153	M	0
300.7	311.7	1,910	19.7	13	L	0
300.5	310.5	1,469	42.9	14	M	0
303.7	312.4	1,546	33.7	149	M	0
295.8	306.4	1,356	48	99	L	0