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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
303.5	312	1,756	29.7	28	L	0
302.4	311	1,423	46.2	186	L	0
303.6	312	1,309	52.9	86	L	0
297	308.1	1,455	43.5	122	L	0
299	310	1,486	34.6	91	M	0
302.3	311.3	1,614	34.1	129	L	0
298.5	309.6	1,492	41.7	100	M	0
301.5	310.9	1,600	39	160	L	0
300.4	311.7	1,314	59.5	160	L	0
301	310.4	1,563	34.4	124	L	0
298.1	307.6	1,764	27.7	23	M	0
299	310.4	1,713	28	116	L	0
298.3	307.8	1,485	42	13	M	0
301.9	309.6	1,446	43.2	225	L	0
301	311.5	1,530	43.9	165	M	0
300.6	310.4	1,401	42.6	114	L	0
298.9	309.3	1,375	42.7	58	H	0
302.3	311.8	1,574	42.8	215	L	0
301.4	310.5	1,489	43.5	98	L	0
298.9	308.8	1,621	32.7	75	H	0
300.5	309.8	1,305	51.7	202	L	0
298.3	309.1	1,387	52.3	160	L	0
304	312.9	1,313	53.9	202	L	0
298.3	308.8	1,645	30.4	33	L	0
302.3	311.8	1,879	23	124	M	0
303.6	312	1,391	50.3	101	L	0
298.6	308.3	1,589	34.1	174	M	0
297.3	308	1,403	45	77	M	0
300.6	310.4	2,514	13.4	215	L	1
301.6	310.4	1,517	41.1	167	L	0
303.6	312.4	1,460	53.7	214	H	1
300.4	310.2	1,380	47.3	5	M	0
301.3	310.4	1,384	50.1	88	L	0
298.6	308.2	1,390	51.4	168	L	0
299.1	310.6	1,397	49.5	165	M	0
296.6	307.4	1,790	25.8	72	M	0
297	307.9	1,448	45.6	172	H	0
300.7	310.1	1,598	32.8	79	L	0
302.1	310.8	1,786	25.7	47	L	0
297.5	308.4	1,723	27.3	67	L	0
301.1	310.8	1,724	27.5	101	L	0
300.5	309.5	1,320	49.9	59	M	0
298.9	310.1	1,366	62.7	161	H	0
300.9	310.6	1,552	34.9	95	L	0
300.3	309.6	1,509	46.6	95	M	0
297.4	308.1	1,749	25.9	8	L	0
297.8	308.5	1,561	46.3	194	L	0
297.1	307.9	1,492	39.4	171	L	0
298.6	308.4	1,391	42.4	169	M	0
298.8	310.2	1,707	27.6	56	H	0
302.1	310.9	1,658	30.3	186	L	0
298.8	309.7	1,751	29.6	160	L	0
302.1	311.1	1,423	36.8	80	M	0
300.9	310.4	1,561	32.7	67	L	0
297.4	308.5	1,782	25.9	54	L	0
299.6	309.1	1,588	41.3	0	H	0
300.9	311.2	1,472	40	93	M	0
298.3	310.1	1,408	45.3	78	L	0
299.8	309.1	1,578	42.1	191	L	0
302.3	311.7	1,517	37.6	124	M	0
299.1	308.9	1,467	47.2	218	L	0
299.1	310.3	1,411	42.1	74	L	0
298.8	310	1,389	49.6	149	L	0
297.2	308.1	1,662	31.3	0	L	0
301.1	311.1	2,089	19.8	162	M	0
301.5	310.7	1,408	47.3	79	L	0
301.7	310.7	1,763	25.9	3	L	0
296.2	307	1,516	37.6	25	M	0
300.4	311.2	1,673	28.9	171	L	0
302.2	310.8	1,827	23.8	9	L	0
300.6	309.6	1,684	32.8	53	L	0
301.9	309.7	1,719	31.9	0	L	0
302.4	310.1	1,520	36.6	97	M	0
298.4	308.3	1,473	39.9	184	L	0
298.3	307.8	1,906	22.1	104	L	0
298.2	308.8	1,436	51.9	153	H	0
304.2	313.4	1,329	54.5	75	M	0
298.5	309.5	1,561	34.8	35	L	0
300.7	309.8	1,406	48.4	151	L	0
297.6	308.7	1,376	59.9	74	M	0
300.7	311.7	1,499	38.4	205	L	0
302.7	310.5	1,563	35	8	L	0
297	307.8	1,579	34.1	94	M	0
302.9	312.4	1,923	23.9	244	L	0
298.9	310	1,719	27.3	58	L	0
301.9	310.9	1,421	46.2	26	M	0
302.6	311.6	1,518	39	184	M	0
298.4	309.6	1,655	30.2	146	L	0
297.2	308.7	1,398	38.1	88	M	0
301.1	312.3	1,534	39	129	L	0
300.9	310.9	1,477	41.5	100	L	0
300.4	311.4	1,604	31.7	119	M	0
301.5	310.5	1,636	28.7	106	L	0
300.7	310.8	1,814	21.4	59	L	0
297.3	308.5	1,545	34.3	74	L	0
297.4	309.2	1,698	29.4	119	L	0
298.1	308	1,652	28.5	63	L	0
300.9	310.9	1,474	35.7	175	H	0
298.9	309.9	1,404	39.8	62	L	0
300.3	311.7	1,319	51.4	170	M	0