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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	309.3	1,841	23	125	L	0
298.1	307.7	1,705	29.1	109	L	0
298.4	308.5	1,827	24.3	153	H	0
304.2	313.5	1,532	41.3	161	M	0
298.1	308.4	1,335	40.2	109	L	0
301.5	310.5	1,551	34.3	166	H	0
300.7	310.6	1,439	41.7	184	M	0
302.3	311.7	1,483	40.5	8	M	0
298.4	310.1	1,926	23.7	83	L	0
300.4	309.7	1,500	35.2	112	H	0
301.9	310.9	1,567	39	214	L	0
297.1	308.2	1,399	42.6	194	L	0
302	311.2	1,418	49.5	17	M	0
298.3	308	1,553	41	52	H	0
298.7	310.1	1,506	50.7	53	M	0
297.3	308.3	1,544	41.7	6	M	0
300.1	311.4	1,467	35.7	45	L	0
302.1	311.5	1,635	31.6	23	M	0
299	308.7	1,583	32.5	25	L	0
297.5	309.4	1,517	36.7	233	L	0
302.3	310.9	1,403	47.2	173	L	0
299.9	310.2	1,479	46.3	173	L	0
297.5	309.3	1,675	29.8	72	L	0
302.5	311.1	1,538	36.8	208	L	0
297.5	308.3	1,544	40.8	37	L	0
300.6	310.7	1,501	45.3	175	H	0
297.5	308.4	1,441	44.5	4	L	0
298.6	309.8	1,704	28.3	64	L	0
300.9	310.5	1,894	21.9	188	L	0
302.2	311.7	1,556	38.6	145	L	0
295.7	306.3	1,490	34.3	97	L	0
302.2	311.7	1,393	42.5	53	M	0
302.7	310.5	1,351	41.8	10	L	0
300.4	310	1,423	44.2	189	L	0
298.1	307.8	1,432	49.8	198	L	0
298	308.5	1,666	31	198	M	0
298.6	309.6	1,611	35.7	23	L	0
300.8	310.4	1,518	36	59	M	0
295.5	306	1,326	50.8	18	M	0
298.4	309.4	1,461	46.3	121	L	0
297.7	308.7	1,829	24.9	17	L	0
298.5	308	1,363	49.2	149	M	0
298.7	309.9	1,753	26.8	40	L	0
300.2	310.2	1,378	43.9	193	L	0
297.9	309	1,629	29	26	L	0
300.8	311.3	1,462	41.4	75	L	0
299.3	308.8	1,648	28.4	188	M	0
301.8	310.8	1,546	43.4	29	L	0
300.2	309.5	1,434	51.5	189	M	0
302.5	310.4	1,580	35.6	176	M	0
298.6	309.5	1,730	30.2	41	L	0
301	311.1	1,615	35.6	158	L	0
301.8	311	1,771	27.2	162	L	0
301.1	311	1,378	51.1	190	L	0
299	310.3	1,635	34.5	168	M	0
301.7	310.1	1,743	27.3	210	M	0
297.4	309.2	1,428	38.8	26	L	0
300.9	310.7	1,479	43.3	201	L	0
298.8	308.6	1,524	37.7	170	H	0
300.2	311.6	1,533	46.4	24	M	0
298.4	308.9	1,402	44.8	201	L	0
302.3	310.8	1,377	47.3	22	L	0
298.3	310.1	1,545	36.3	90	L	0
296.8	308.1	1,356	48.3	201	L	0
301.9	310.8	1,427	47.7	92	L	0
300.8	310.1	1,686	26.9	128	M	0
297.5	308.8	1,587	34.9	166	L	0
299.6	309.1	1,630	32.3	194	H	0
302.5	310.4	1,427	46.8	179	L	0
298.8	308.6	1,631	32.4	38	L	0
298.8	310	1,611	32.4	183	L	0
298.6	309.6	1,563	35	21	L	0
300.5	310.3	1,435	43.3	31	L	0
301.1	311.3	1,836	22.8	31	M	0
298.4	308.9	1,628	34.9	93	L	0
300.8	312	1,382	49.3	177	L	0
298.5	308.2	1,595	32.3	46	L	0
304.2	313.3	1,668	35.7	180	L	0
295.5	305.9	1,593	37.2	197	H	0
303.7	312.7	1,395	53.9	123	L	0
301.5	310.9	1,891	23.2	122	L	0
300.6	312.1	1,354	46.9	138	H	0
301.9	311.2	1,657	29.1	23	L	0
302.1	311.4	1,518	37.4	102	L	0
300.1	311.3	1,495	41	193	M	0
299.4	309	1,800	24.3	128	L	0
302.3	311.7	1,544	43.2	128	L	0
297.3	308.3	1,430	41.9	95	L	0
301.7	311	1,343	49.2	25	L	0
300.5	311.4	2,072	18.8	75	M	0
300.7	311.1	1,373	49.9	96	M	0
303.5	312.4	1,318	54.2	177	M	0
298.3	307.9	1,766	26.5	145	L	0
297.4	308.4	1,571	39.4	0	L	0
299.9	309.5	1,451	39.4	18	L	0
297.9	308.8	1,602	32.1	59	M	0
297.5	309.4	1,443	45.4	70	L	0
299.2	310.4	1,504	43.3	37	M	0
303.6	312.4	2,232	16.8	0	L	0
299.7	309.2	1,631	35.1	177	L	0