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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	307.8	1,761	28.2	76	L	0
299.9	309.2	1,574	36.5	177	M	0
303.3	311.4	1,732	25.6	232	L	0
298.8	309.9	1,466	44.6	66	H	0
300.1	309.3	1,654	31	201	L	0
299.7	310.7	1,498	37.8	146	M	0
295.4	305.9	1,518	40.6	178	M	0
302.5	311.1	1,538	36.8	208	L	0
297.4	308.6	1,532	38.7	136	L	0
298.9	308.5	1,534	42.9	121	M	0
297.3	308.7	1,549	36.1	218	L	0
300.3	309.7	1,452	41.5	139	H	0
298.1	308.4	1,515	43.8	6	H	0
297.8	308.8	1,548	36.9	64	L	0
298.8	308.7	1,445	48.5	70	L	0
303.2	311.5	1,507	39.2	225	L	0
299.9	309.5	1,451	39.4	18	L	0
300	309.6	1,618	36.2	53	M	0
298	307.8	1,588	35.4	114	H	0
298	308.9	1,390	53.9	88	L	0
299.2	310.4	1,504	43.3	37	M	0
299.7	311.1	1,650	32.4	60	L	0
297.9	308.1	1,627	31.4	209	M	0
300.6	309.4	1,691	28	36	H	0
299.6	310.9	1,533	31.8	91	L	0
299.2	309	1,541	36.3	104	M	0
302.4	311.2	1,404	52	57	L	0
303	312.3	1,483	38.8	114	M	0
297.4	308.7	1,349	48.9	120	H	0
298.8	308.4	1,401	47.3	10	L	0
302	310.9	1,456	47.2	54	M	0
301.8	310.8	1,691	33.4	62	M	0
298.3	309.1	1,632	32.7	0	M	0
303.7	311.9	1,561	33.3	153	L	0
301.1	311.1	1,384	42.5	185	M	0
297.3	308.1	1,615	35.4	217	L	0
299.4	308.6	1,541	39.1	109	M	0
300.1	309.7	1,362	49.1	23	L	0
301.9	309.7	1,719	31.9	0	L	0
303.1	312.8	1,465	44.1	109	L	0
303.7	312.6	1,711	27.6	170	H	0
303.8	313.2	1,710	26.5	190	M	0
300.3	311.5	1,540	41.5	151	M	0
297.6	308.5	1,678	34.2	114	L	0
302.1	310.1	1,447	46.6	169	L	0
300	311.4	1,508	38.2	18	L	0
300.6	311	1,543	34.7	89	L	0
299.3	308.8	1,550	45.8	170	L	0
300.1	311.5	1,471	47.2	201	L	0
299.2	308.8	1,542	39.2	179	L	0
298.4	307.9	2,381	14.2	164	L	0
300.2	309.8	1,743	24.1	18	M	0
297.8	308.9	1,506	33.5	26	L	0
300.7	312.2	1,335	49	62	H	0
300.9	312.2	1,811	23.2	72	L	0
298.7	309.7	1,622	34.6	8	M	0
303.6	311.9	1,617	36	95	M	0
298.6	309.6	1,449	42.5	16	H	0
299	310.3	1,635	34.5	168	M	0
296.8	307.8	1,565	39.5	124	L	0
298.1	307.9	1,425	58.2	57	L	0
300.5	309.3	1,578	30.5	34	M	0
298.9	310.2	1,498	50.2	160	L	0
300.9	310.8	1,476	39	10	L	0
300.4	309.5	1,547	50.7	131	H	0
302.2	311.3	1,510	37.1	10	M	0
302.4	310.1	1,645	31.6	93	L	0
303.3	311.8	1,536	40.6	205	M	0
303.4	311.4	1,606	29.6	122	M	0
298.9	308.6	1,400	49.5	79	L	0
302	311.2	1,270	65.3	182	L	1
300.6	309.4	1,581	35.7	117	M	0
298	308.5	1,682	33	58	M	0
300.1	309.1	1,353	58.7	86	L	0
302.3	311.4	1,535	41.8	77	L	0
297.6	308.3	1,595	34.3	41	L	0
300.7	309.8	1,406	48.4	151	L	0
300.1	311.4	1,467	35.7	45	L	0
302.4	311.8	1,539	39.9	101	M	0
298.9	310.2	1,696	30.2	214	L	0
300.1	311.3	1,535	42.3	92	L	0
300.1	310.4	1,554	39.4	115	L	0
303.5	312.4	1,340	44.5	76	L	0
300.8	311.7	1,681	31.3	221	L	0
300.9	312	1,402	50.7	185	M	0
302.2	311.7	1,393	42.5	53	M	0
297.5	308.2	1,647	31.3	3	L	0
298.1	308.6	1,551	42.8	0	M	0
300.6	309.7	1,934	22.8	15	M	0
303.6	312.7	1,429	47.7	198	L	0
300.8	309.9	1,444	46	180	M	0
301.2	309.9	1,362	50.7	25	H	0
298.3	309.1	1,403	45.1	138	L	0
297.7	309.7	1,440	51.1	191	H	0
297.3	308.7	1,466	38.4	27	M	0
298.3	308.5	1,664	31.6	144	L	0
302.4	311.1	1,887	22.4	197	M	0
301.4	310.9	1,557	39.3	174	M	0
300.7	310.6	1,407	40.5	87	L	0
298.7	309.9	1,411	45.1	51	M	0