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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
300.1	311.6	1,530	36.6	74	L	0
297.4	308.4	1,343	40	61	L	0
299.6	309.5	1,570	35.5	189	L	0
300.4	311.2	1,351	62	18	L	0
301.9	309.8	1,724	27.5	126	H	0
302	310.9	1,546	34.4	7	L	0
297.3	308.2	1,452	38.2	44	M	0
298	308.2	1,611	30.6	195	L	0
303.1	312.5	1,453	49.1	140	L	0
299	310.2	1,564	39.9	97	M	0
301.5	310.6	1,587	33.7	122	L	0
298.1	307.7	1,498	38.3	81	M	0
299.9	311.3	1,647	27.5	26	L	0
298.9	309.3	1,632	32.5	55	M	0
302.4	311.4	1,564	35	122	L	0
299.3	309.1	1,634	36.8	62	L	0
296.9	308	1,332	53.9	7	L	0
299.6	309.1	1,588	41.3	0	H	0
302.5	310.3	1,592	32.6	174	L	0
301.9	310.9	1,567	39	214	L	0
300.7	312.1	1,512	36.9	153	L	0
298.7	308.5	1,469	39.9	67	L	0
302.6	311.4	1,738	25.8	128	L	0
299.3	309	1,516	38.7	64	L	0
300.2	309.4	1,526	35.3	46	L	0
298.8	309.1	1,418	46.3	133	L	0
302.4	310.2	1,642	28.3	88	L	0
299.3	308.6	1,520	41.4	67	H	0
298.3	309.5	1,543	49.9	199	M	0
302	310.5	1,812	24.4	138	H	0
298.7	309.7	1,622	34.6	8	M	0
300.5	309.3	1,528	37	221	L	0
302.1	310.9	1,658	30.3	186	L	0
303.8	312.6	1,406	47.1	162	M	0
303.7	312.6	1,396	44.1	136	L	0
296.3	307.3	1,368	49.5	10	M	0
302.2	311.5	1,427	43.8	88	L	0
298.8	309.1	1,378	54.4	165	L	0
299.9	310.4	1,367	53.3	201	M	0
300.5	311.9	1,750	28.3	207	L	0
299.3	308.4	1,438	42.3	0	M	0
302.5	310.2	1,563	34.8	150	L	0
299.9	311.2	1,579	35.5	162	M	0
298.9	310.1	1,442	42.9	153	M	0
299.2	308.3	1,582	45.5	107	M	0
298.3	307.8	1,906	22.1	104	L	0
296.4	307.4	1,512	36.8	46	L	0
300.8	309.9	2,041	19.2	194	H	0
301.4	310.7	1,425	45.1	7	L	0
302	310.6	1,539	37.4	96	M	0
298.9	310.1	1,442	48	181	L	0
298.8	309.7	1,439	45.8	81	M	0
298.9	308.3	1,576	36.6	7	L	0
301.7	311.2	1,589	37.9	75	L	0
296.8	308.3	1,506	45.9	182	L	0
300.6	309.3	1,510	46	87	M	0
299	310	1,484	39.6	212	L	0
301.3	311	1,554	47.7	84	L	0
303.5	312.9	1,504	44.8	111	L	0
303.1	312.4	1,378	50.1	104	M	0
301.7	311	1,548	40.3	21	L	0
303.5	312	1,756	29.7	28	L	0
299.2	308.3	1,755	26.4	19	M	0
300.3	311.8	1,360	48	119	L	0
299.5	310	1,379	50.4	85	L	0
298.5	309.7	1,437	42.6	120	L	0
302	310.4	1,336	58.2	110	L	0
300.9	310.8	1,701	30.4	55	L	0
296.5	307.3	1,566	37.2	164	L	0
303.3	311.6	1,514	34.7	130	L	0
302.7	311.7	1,480	45.2	8	L	0
302	310.4	1,450	46.6	165	L	0
304.1	313.6	1,556	37.4	129	L	0
300.9	312	1,720	27.9	202	H	0
302.5	310.4	1,427	46.8	179	L	0
298.8	310.6	1,651	33.3	0	L	0
299.3	309	1,734	30.6	154	L	0
302.8	310.6	2,016	19.9	199	L	0
298.6	308.4	1,391	42.4	169	M	0
301.3	310.6	1,378	49.4	173	M	0
297.2	308.6	1,335	53	39	L	0
297.2	308.1	1,662	31.3	0	L	0
297.4	308.5	1,486	48.6	75	L	0
299.7	310.4	1,410	44.5	105	M	0
300.3	310.2	1,429	44.7	203	M	0
299.8	310.3	1,805	23.7	198	M	0
299.2	308.5	1,340	50	144	L	0
298.2	309	1,446	45.8	80	M	0
302.7	312.4	1,444	48.7	9	L	0
302.3	311.1	1,630	35.6	183	L	0
299	308.6	1,946	22.3	102	L	0
303.2	311.5	1,507	39.2	225	L	0
301.5	310.4	1,329	46.6	24	L	0
299.3	308.6	1,437	48.1	67	L	0
301	311.5	1,559	31.8	195	L	0
300	311.2	1,629	31.7	62	L	0
297.5	308.4	1,441	44.5	4	L	0
299.3	310.4	1,629	32.6	177	L	0
297.3	308.7	1,549	36.1	218	L	0
298.1	308.2	1,420	63.9	19	M	0