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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
298.5	309.6	1,492	41.7	100	M	0
298.8	308.8	1,445	49.9	4	H	0
300.5	309.5	1,635	34.2	62	H	0
297.1	308.5	1,578	35.6	46	L	0
298.3	310.1	1,408	45.3	78	L	0
296.1	307.1	1,485	36	169	M	0
301.9	310.7	1,480	47.1	68	L	0
304.3	313.6	1,585	32.1	202	M	0
300.8	311.7	1,432	45.8	6	L	0
300.3	311.6	1,312	53.4	151	M	0
298.6	309.4	1,315	55.5	28	L	0
298	309	1,439	38.5	34	M	0
295.6	306	1,363	50	14	L	0
301.1	312.3	1,534	39	129	L	0
297.3	308.4	1,531	35.6	16	H	0
299.8	309.7	1,429	42.6	127	L	0
301.6	310.9	1,510	40.9	152	M	0
300.5	311	1,759	28.3	13	L	0
301.7	310.6	1,406	46	112	L	0
301.4	310.4	1,689	30.6	110	L	0
300.5	310.5	1,695	26.7	28	L	0
297.8	309.7	1,341	49.2	208	L	0
298.5	309.5	1,561	34.8	35	L	0
300.7	310.1	1,598	32.8	79	L	0
297.5	308.9	1,443	43.5	0	L	0
297.5	309.2	1,804	27.4	215	M	0
296.6	307.7	1,386	62.3	100	H	0
299.9	309.5	1,412	57.9	59	M	0
298.2	308.8	1,626	40.4	20	M	0
300.6	310.7	1,501	45.3	175	H	0
300.8	309.7	1,481	38.1	153	L	0
296.6	307.5	1,439	45.5	199	L	0
297.5	308.5	1,612	30	163	M	0
301.8	310.7	1,383	45.7	44	M	0
300.7	309.9	1,412	45.3	155	L	0
299.9	309.4	1,889	26	6	M	0
300.4	309.8	1,421	47.2	0	M	0
301.2	310.6	1,670	30	40	L	0
300.5	309.7	1,341	50.9	137	M	0
299.7	309.4	1,399	39.9	91	L	0
300.4	309.9	1,496	31.8	154	L	0
297.2	308.5	1,524	41.4	192	H	0
301.9	311	1,642	33.1	126	L	0
299.7	309.2	1,456	40.6	182	H	0
301.5	310.5	1,702	28.7	135	L	0
300.1	309.4	1,694	27.4	44	L	0
300.5	309.8	1,428	43.8	119	L	0
298	308.2	1,620	35.8	5	L	0
300.2	311.3	1,487	36.9	71	L	0
299.5	309.1	1,420	49.5	5	M	0
298.7	308.4	1,441	43.2	132	M	0
301.5	310.5	1,551	34.3	166	H	0
297.1	307.8	1,584	42.3	135	L	0
302.6	310.4	1,451	43.1	35	M	0
302	309.7	1,551	34.8	207	L	0
302.2	310.8	1,673	32.9	52	L	0
297.5	308.4	1,403	44.3	25	M	0
300.7	310.3	1,592	36	14	L	0
301.5	310.6	1,587	33.7	122	L	0
302.7	310.8	1,555	36.1	35	M	0
299.2	310.1	1,534	37.7	10	L	0
298.7	309.8	1,469	38.4	62	L	0
298.6	309.5	1,450	44.3	7	L	0
300.5	311.4	1,312	51.4	60	M	0
297.6	308.6	1,444	48.2	46	M	0
297.9	308	1,490	46.2	6	L	0
301	310.4	1,665	30.9	177	M	0
297.5	308.4	1,723	27.3	67	L	0
298.8	310.2	1,707	27.6	56	H	0
297.5	308.5	1,557	39.1	47	H	0
298.3	308	1,553	41	52	H	0
298.4	307.9	1,743	27.3	134	L	0
301.7	310.6	1,303	59.7	42	L	0
300.2	309.1	1,406	42.2	40	M	0
297.5	309.4	1,443	45.4	70	L	0
297.5	308.6	1,585	37.6	2	L	0
301.6	309.9	1,440	43.4	100	L	0
298.4	309	1,474	52.7	95	L	0
302.6	310.3	1,642	33.2	82	L	0
301	310.4	1,614	31.6	84	L	0
300.7	310.9	1,723	31	73	L	0
295.7	306.3	1,490	34.3	97	L	0
299	310	1,338	56.4	29	M	0
297.4	308.6	1,434	44.4	193	M	0
303.7	312.4	1,631	28.5	132	M	0
297	308.1	1,455	43.5	122	L	0
298.2	307.9	1,529	36.6	105	M	0
302.6	311	1,284	68	114	L	1
301.8	311.1	1,647	31.6	6	M	0
300.8	311.2	2,237	17	95	H	0
296.8	308.2	1,361	53.8	193	L	0
298.4	309.1	1,579	36.1	123	L	0
297.5	309.2	1,530	40	206	M	0
301.7	310	1,391	50.6	195	M	0
299.6	309	1,539	36.1	76	M	0
300.3	311.7	1,333	55.2	18	L	0
300.7	309.6	1,421	49.8	165	M	0
300	311.4	1,487	41.2	22	L	0
301.3	311.1	1,504	39.1	2	L	0
303.7	312.4	1,513	40.1	135	L	0