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anirudhabokil
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machine-failure-logs

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train · 106 rows

Air temperature [K] float64 296 1M	Process temperature [K] float64 307 10k	Rotational speed [rpm] int64 1.27k 10k	Torque [Nm] float64 17.7 10k	Tool wear [min] int64 8 1.01k	Type stringclasses 3 values	prediction int64 0 1
297.5	308.9	1,390	44.6	140	L	0
300.4	309.9	1,681	28.6	206	L	0
302.8	312.4	1,523	39.7	239	L	0
302.6	311.9	1,397	46.9	82	L	0
299.1	310.4	1,594	33.3	147	L	0
298.1	307.7	1,376	56.2	113	H	0
300.1	309.3	1,340	56	130	L	0
299.7	311.2	1,835	23.7	183	L	0
298.9	308.6	1,481	40.7	124	L	0
298.1	308	1,570	35.3	159	H	0
302.6	312.1	1,499	35	215	L	0
300.5	309.3	1,528	37	221	L	0
299.3	309	1,496	43.4	67	M	0
301.7	310.2	1,620	30.8	42	H	0
298	308.7	1,268	69.4	189	L	1
297.1	307.9	1,662	26.9	183	M	0
302.5	311.2	1,545	40.1	165	L	0
302.9	311	1,437	49.9	55	M	0
299.8	309.1	1,578	42.1	191	L	0
302.6	310.8	1,470	41.2	156	L	0
300.5	311	1,759	28.3	13	L	0
300.6	309.7	1,934	22.8	15	M	0
301	311.2	1,521	35.8	13	M	0
301.9	309.7	1,568	37.5	135	M	0
297.2	308.7	1,398	38.1	88	M	0
298.2	308.3	1,476	43.5	129	M	0
300.7	309.7	1,507	52.4	163	L	0
303.5	312	1,761	25.8	105	L	0
300.5	309.5	1,320	49.9	59	M	0
300.9	312.2	1,811	23.2	72	L	0
302.2	310.8	1,673	32.9	52	L	0
297.7	309	1,507	38.2	94	L	0
301.8	310.6	1,441	46.3	100	H	0
297.1	307.9	1,365	54	174	H	0
297.2	308.5	1,524	41.4	192	H	0
298.3	307.9	1,485	42	117	M	0
299.9	309.5	1,451	39.4	18	L	0
297.9	309	1,379	47.3	28	L	0
300	309.6	1,618	36.2	53	M	0
300.8	310.3	1,538	36.1	198	L	0
299.2	308.3	1,755	26.4	19	M	0
299.4	308.6	1,746	26.8	107	L	0
296.5	307.4	1,432	49.2	64	H	0
299.6	310.9	1,679	31.2	120	H	0
298.5	309.7	1,437	42.6	120	L	0
298.7	308.5	1,668	35.2	77	L	0
303.7	312.6	1,429	43.3	189	M	0
302.4	311	1,555	40.6	205	L	0
303.5	312.7	1,393	49.3	82	L	0
300.1	311.1	1,619	33.4	186	L	0
301	311.1	1,615	35.6	158	L	0
300.8	310.7	1,886	21.1	44	M	0
299	309.4	1,693	30.1	84	L	0
298.1	308.4	1,438	45.6	105	L	0
298.2	309.1	1,568	36.3	166	L	0
297.5	308.3	1,459	45.2	34	M	0
304.2	313.5	1,532	41.3	161	M	0
301.5	310.8	1,512	38.9	9	L	0
303.8	312.9	1,819	23.7	16	L	0
303.6	312.3	2,168	17.7	219	L	0
299.1	308.1	1,479	40.7	10	L	0
302.4	310.3	1,479	36.2	115	L	0
298.6	310.1	1,439	49.9	17	L	0
303.5	312.4	1,574	32.7	175	L	0
300.1	311.3	1,650	33.8	38	M	0
295.9	306.6	1,678	26.7	53	L	0
301.4	310.8	1,698	29.6	99	L	0
298.1	309.1	1,448	52.5	150	M	0
302.6	312.1	1,439	52.3	35	L	0
302	311	1,563	36.2	8	L	0
299.7	309.2	1,468	49.6	132	H	0
300.6	312.1	1,354	46.9	138	H	0
299.4	309	1,613	32.2	178	L	0
300.7	310.6	1,616	29.6	47	L	0
297.5	309.3	1,479	39.4	22	L	0
300.3	309.2	1,364	47.6	45	M	0
301.1	310.7	1,621	31	108	M	0
299.8	309.4	1,609	32.5	27	L	0
300.2	309.7	1,448	36.8	14	L	0
300.1	309.2	1,687	27.7	95	M	0
298.4	308.9	1,782	23.9	24	H	0
295.9	306.6	1,532	38.6	104	M	0
301.1	310.5	1,547	35.8	81	M	0
301.8	310.8	1,365	48.2	199	M	0
297.6	308.7	1,455	48.2	145	L	0
299.1	308.6	1,437	41.6	183	L	0
300	310.2	1,675	29.7	64	L	0
300.2	309.8	1,743	24.1	18	M	0
299.5	309.3	1,972	19.3	177	L	0
300.8	309.9	2,041	19.2	194	H	0
297.3	308.3	1,935	19.3	24	H	0
299.2	308.4	1,476	32.7	101	M	0
300.4	309.7	1,740	31.1	113	L	0
298.3	307.9	1,766	26.5	145	L	0
302.5	310.2	1,563	34.8	150	L	0
297.4	308.8	1,325	62.4	204	M	0
298.2	308.3	1,589	33.2	94	L	0
301.2	310.3	1,451	39.7	123	L	0
301.8	310.8	1,508	38.8	96	M	0
299.8	309.1	1,268	58	90	M	0

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