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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
298.1	308.6	1,354	53.9	207	L	0
299.5	310.7	1,488	39.5	95	M	0
299.7	310.3	1,462	40.4	19	H	0
297.3	308.3	1,461	41.5	108	H	0
303.5	312.6	1,602	34.2	108	L	0
299.7	311	1,448	49.8	80	M	0
297.1	308	1,690	25.6	159	M	0
302.6	311.6	1,576	34.7	182	L	0
298	309.2	1,527	39.5	85	L	0
303.6	312	1,391	50.3	101	L	0
301	310.7	1,391	45	123	L	0
303.7	312.4	1,316	59.3	137	L	0
300.1	311.4	1,485	40.4	75	H	0
301.4	310.8	1,285	62.6	183	L	1
298.1	307.5	1,684	33.1	200	L	0
300.4	311.4	1,424	44.6	127	L	0
302.3	311	1,384	49.7	192	M	0
300.3	311.9	1,390	49	194	H	0
301.7	309.8	1,491	39.3	114	L	0
299.9	311.3	1,371	52.3	167	L	0
300.8	310.6	1,505	36.2	0	M	0
298.8	309	1,661	29.5	162	M	0
297.1	307.9	1,496	44.7	88	L	0
303.3	311.3	1,592	33.7	14	L	0
301.2	310.7	1,394	42.8	168	M	0
300.1	311.5	1,434	40.8	80	L	0
0	0	0	0	0	L	0
300	300	199	1,800	120	M	1
72	75	1,200	500	120	M	1
72	70	1,200	500	120	M	1
85	70	1,200	500	120	M	1
85	70	1,200	500	30	M	1
85	70	1,200	500	0	M	1
85	70	1,200	500	0	M	1
85	70	1,200	500	0	M	1
85	70	500	500	0	M	1
85	70	50,000	500	0	M	1
85	70	50,000	500	0	L	1
85	70	50,000	500	0	H	1
30	35	50,000	500	0	H	1
30	35	50,000	500	0	H	1
400	300	1,569	654	56	M	1
8	52	100	12	45	H	0
40	250	100	12	45	H	0
40	250	100	100	1,000	H	0
40	250	100	100	1,000	H	0
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0
1	1	1	1	1	M	0
300.8	310.3	1,538	36.1	198	L	0
296.3	307.3	1,368	49.5	10	M	0
298.6	309.1	1,339	51.1	34	M	0
302.4	311.1	1,634	34.2	184	L	0
297.9	307.7	1,546	37.6	72	L	0