Datasets:

epalvarez
/

machine-failure-logs

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train · 11.9k rows

Air temperature [K] float64 0 307	Process temperature [K] float64 0 410	Rotational speed [rpm] int64 0 2.55k	Torque [Nm] float64 0 72	Tool wear [min] int64 0 1.01k	Type stringclasses 3 values	prediction int64 0 1
302.5	311.9	1,524	34.8	86	M	0
298.8	308.6	1,631	32.4	38	L	0
298.9	310.4	1,533	44.4	24	M	0
303.7	312.9	1,566	32.6	9	M	0
300.1	309.5	1,462	42.8	50	M	0
298.2	308.3	1,639	33.3	191	M	0
297	307.7	1,261	51.1	130	M	0
303.8	312.6	1,577	41.3	134	L	0
299.9	309.3	1,473	40.4	59	L	0
298.7	310.2	1,566	33.1	68	L	0
299.1	310.1	1,421	41.2	149	H	0
301.8	310.3	1,409	52.5	26	M	0
297.8	308.9	1,871	25.6	200	L	0
303.6	311.8	1,695	30.7	90	L	0
299.8	310.9	1,427	47.2	168	H	0
300.8	311.3	1,498	40.2	73	L	0
300.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
305.8	310.3	1,538	36.1	198	L	0
306.2	310.3	1,538	36.1	198	L	0
306.3	310.3	1,538	36.1	198	L	1
301.3	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
302.3	310.3	1,538	36.1	198	L	0
302.8	310.3	1,538	36.1	198	L	0
303.3	310.3	1,538	36.1	198	L	0
303.8	310.3	1,538	36.1	198	L	0
304.3	310.3	1,538	36.1	198	L	0
304.8	310.3	1,538	36.1	198	L	0
305.3	310.3	1,538	36.1	198	L	0
305.8	310.3	1,538	36.1	198	L	0
306.3	310.3	1,538	36.1	198	L	1
300.9	310.3	1,538	36.1	198	L	0
301	310.3	1,538	36.1	198	L	0
301.1	310.3	1,538	36.1	198	L	0
301.2	310.3	1,538	36.1	198	L	0
301.3	310.3	1,538	36.1	198	L	0
301.4	310.3	1,538	36.1	198	L	0
301.5	310.3	1,538	36.1	198	L	0
301.6	310.3	1,538	36.1	198	L	0
301.7	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
301.9	310.3	1,538	36.1	198	L	0
302	310.3	1,538	36.1	198	L	0
302.1	310.3	1,538	36.1	198	L	0
302.2	310.3	1,538	36.1	198	L	0
302.3	310.3	1,538	36.1	198	L	0
302.4	310.3	1,538	36.1	198	L	0
302.5	310.3	1,538	36.1	198	L	0
302.6	310.3	1,538	36.1	198	L	0
302.7	310.3	1,538	36.1	198	L	0
302.8	310.3	1,538	36.1	198	L	0
302.9	310.3	1,538	36.1	198	L	0
303	310.3	1,538	36.1	198	L	0
303.1	310.3	1,538	36.1	198	L	0
303.2	310.3	1,538	36.1	198	L	0
303.3	310.3	1,538	36.1	198	L	0
303.4	310.3	1,538	36.1	198	L	0
303.5	310.3	1,538	36.1	198	L	0
303.6	310.3	1,538	36.1	198	L	0
303.7	310.3	1,538	36.1	198	L	0
303.8	310.3	1,538	36.1	198	L	0
303.9	310.3	1,538	36.1	198	L	0
304	310.3	1,538	36.1	198	L	0
304.1	310.3	1,538	36.1	198	L	0
304.2	310.3	1,538	36.1	198	L	0
304.3	310.3	1,538	36.1	198	L	0
304.4	310.3	1,538	36.1	198	L	0
304.5	310.3	1,538	36.1	198	L	0
304.6	310.3	1,538	36.1	198	L	0
304.7	310.3	1,538	36.1	198	L	0
304.8	310.3	1,538	36.1	198	L	0
304.9	310.3	1,538	36.1	198	L	0
305	310.3	1,538	36.1	198	L	0
305.1	310.3	1,538	36.1	198	L	0
305.2	310.3	1,538	36.1	198	L	0
305.3	310.3	1,538	36.1	198	L	0
305.4	310.3	1,538	36.1	198	L	0
305.5	310.3	1,538	36.1	198	L	0
305.6	310.3	1,538	36.1	198	L	0
305.7	310.3	1,538	36.1	198	L	0
305.8	310.3	1,538	36.1	198	L	0
305.9	310.3	1,538	36.1	198	L	0
306	310.3	1,538	36.1	198	L	0
306.1	310.3	1,538	36.1	198	L	0
306.2	310.3	1,538	36.1	198	L	0
306.3	310.3	1,538	36.1	198	L	1
301.3	310.3	1,538	36.1	198	L	0
306.2	310.3	1,538	36.1	198	L	0
306.3	310.3	1,538	36.1	198	L	1