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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 2.56k	Torque [Nm] float64 0 1k	Tool wear [min] int64 0 16k	Type stringclasses 3 values	prediction int64 0 1
304.1	313.2	1,824	25.8	186	L	0
301	310.9	1,679	29.8	64	L	0
298.7	309.9	1,465	39.7	72	L	0
300.4	309.7	1,488	35.7	177	L	0
301.9	309.7	1,568	37.5	135	M	0
295.6	306	1,396	52.4	0	H	0
297.9	307.4	1,403	52.8	0	M	0
296.1	307.1	1,898	22.7	20	L	0
300.5	311.6	1,525	37.6	191	L	0
304.2	313.4	1,490	44	41	L	0
298.1	308.4	1,515	43.8	6	H	0
300.7	309.6	1,403	51.3	174	H	0
304.2	313.4	1,475	40.2	98	L	0
300.4	309.8	1,517	40.3	149	M	0
301.6	310.7	1,424	50.5	214	L	0
299	310.3	1,635	34.5	168	M	0
298.4	308.9	1,402	44.8	201	L	0
300.1	311.4	1,467	35.7	45	L	0
298.4	309.5	1,514	38.8	128	M	0
300.7	310.8	1,452	47.9	77	M	0
302.4	310.3	1,900	24.4	113	L	0
302	310.9	1,546	34.4	7	L	0
298.8	309.7	1,439	45.8	81	M	0
297.3	308.2	1,846	24.5	41	M	0
300.3	310	1,560	40.8	182	L	0
302.4	310.1	1,418	52.3	141	L	0
303	311.1	1,980	20.2	137	L	0
298	308.5	1,429	37.7	220	L	0
303.4	311.4	1,606	29.6	122	M	0
298.3	309.1	1,387	52.3	160	L	0
303.7	312.8	1,366	47.3	49	M	0
299.8	310.8	1,530	35.2	163	M	0
303.3	311.4	1,732	25.6	232	L	0
297.9	309.2	1,577	34.7	5	H	0
297.5	308.4	1,723	27.3	67	L	0
300.5	312	1,985	19.3	143	M	0
303.7	312.7	1,426	45.5	192	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0