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pgurazada1
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machine-failure-mlops-demo-logs

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train · 3.09k rows

Air temperature [K] float64 -25 2.98M	Process temperature [K] float64 0 11.1k	Rotational speed [rpm] int64 0 5k	Torque [Nm] float64 0 360	Tool wear [min] int64 0 1.98k	Type stringclasses 3 values	prediction int64 0 1
301	312.2	1,602	35.9	67	L	0
300.5	310.4	1,761	26.5	12	L	0
297.4	308.4	1,343	40	61	L	0
300.8	312.6	1,376	53.6	119	L	0
300.5	311.7	1,409	54.7	104	L	0
301.6	310.5	1,809	25.5	40	L	0
300	309.3	1,972	22	175	L	0
302.6	311.4	1,738	25.8	128	L	0
298.1	307.7	1,705	29.1	109	L	0
295.6	306.2	1,443	48.9	33	L	0
303.4	311.7	1,793	25.8	161	L	0
300	311.4	1,466	39	125	M	0
300.7	311	1,318	48.2	128	L	0
300.1	311.4	1,418	47.7	73	L	0
301.2	310.7	1,747	27.3	35	H	0
302.6	310.3	1,647	34.2	14	L	0
302	310.6	1,346	54.7	196	H	0
302.5	311.5	1,493	35.1	131	L	0
298.2	308.4	1,512	34.9	181	L	0
300.8	310.9	1,311	55.8	118	L	0
298.1	307.7	1,388	40.3	109	L	0
298.3	309.6	1,469	54.8	191	M	0
297.8	307.4	1,418	41.2	155	L	0
301	311.6	1,352	63.5	143	L	0
298.7	309.9	1,753	26.8	40	L	0
299	308.4	1,535	47.5	163	M	0
302	310.4	1,336	58.2	110	L	0
300.7	310.6	1,439	41.7	184	M	0
300.6	311.6	1,455	48	203	L	0
299.8	310.8	1,530	35.2	163	M	0
301	310.5	1,379	57.3	204	L	0
298.9	308.5	1,555	37.6	142	M	0
301.7	310.1	1,743	27.3	210	M	0
300.7	311.7	1,460	46.1	15	L	0
299	308.8	1,382	58.5	199	H	0
298.3	308.4	1,593	37	174	L	0
300.7	310.3	1,369	50.7	12	H	0
302	311.3	1,567	41.1	26	L	0
298.5	309.7	1,354	60.8	96	M	0
298.5	309.4	1,573	33.6	143	H	0
298.4	309.5	1,514	38.8	128	M	0
298.3	309.1	1,632	32.7	0	M	0
300.7	309.6	1,925	20.5	9	H	0
300.9	310.6	1,538	36.7	3	L	0
299.8	309.6	1,346	53.2	95	M	0
302.3	311.5	1,794	26.1	7	L	0
297.9	308.4	1,646	40.6	175	L	0
299.1	308.5	1,455	39.8	145	L	0
298.1	307.6	1,764	27.7	23	M	0
297.5	309.3	1,564	37.5	20	L	0
295.9	306.6	1,532	38.6	104	M	0
300.8	311.7	1,490	46.4	217	L	0
299.7	310.3	1,462	40.4	19	H	0
299.1	308.3	1,424	43.4	16	H	0
304.2	313.4	1,329	54.5	75	M	0
297.5	309.4	1,517	36.7	233	L	0
298.8	309.9	1,466	44.6	66	H	0
296.8	308.2	1,361	53.8	193	L	0
298.1	308.6	1,354	53.9	207	L	0
298.9	309.3	1,375	42.7	58	H	0
299.2	310.4	1,611	36.4	32	L	0
295.8	306.5	1,534	37.9	88	L	0
299	310.3	1,577	40	181	L	0
302.1	311	1,364	50	205	L	0
298.7	309.6	1,755	26.9	73	H	0
302.4	311.1	1,887	22.4	197	M	0
300	309.3	1,407	43.9	138	M	0
302.6	310.3	1,642	33.2	82	L	0
298.2	308.3	1,476	43.5	129	M	0
298.7	309.8	1,469	38.4	62	L	0
297.5	308.6	1,429	50.5	129	M	0
297.4	308.5	1,495	37.8	211	L	0
301.8	310.7	1,383	45.7	44	M	0
301.6	310.7	1,421	44.4	94	M	0
300.8	312	1,443	53.3	151	M	0
298.5	309.6	1,462	45.1	115	L	0
301.6	310.5	1,414	49.3	106	M	0
300.8	311.1	1,480	41.1	176	L	0
301	311.1	1,420	47.4	167	M	0
298.2	308.8	1,626	40.4	20	M	0
300.1	311.6	1,589	37.9	37	H	0
300.1	309.6	1,760	25.4	55	L	0
303.4	311.4	1,606	29.6	122	M	0
302.1	311.4	1,549	44.6	31	L	0
299.4	309	1,939	19.8	204	M	0
301	310.5	1,248	61.4	77	L	0
302.6	311	1,506	37.2	95	L	0
303.5	312	1,397	52.9	80	H	0
302.2	310.6	1,462	43.6	0	L	0
301.5	310.4	1,276	55.6	158	M	0
298.7	309.7	1,547	37.4	0	L	0
300.6	309.6	1,409	42.4	57	L	0
300.7	311.8	1,407	42.4	224	M	0
298.5	309.4	1,521	37.5	94	M	0
301.5	310.8	1,512	38.9	9	L	0
297.2	308.1	1,446	38.5	164	L	0
298.1	310	1,393	43.1	65	M	0
300.9	310.4	1,561	32.7	67	L	0
298.6	309.5	1,450	44.3	7	L	0
297.2	308.5	2,182	16.5	127	L	0