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pgurazada1
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machine-failure-mlops-demo-logs

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train · 1.81k rows

Air temperature [K] float64 1 700	Process temperature [K] float64 1 11.1k	Rotational speed [rpm] int64 1 5k	Torque [Nm] float64 1 360	Tool wear [min] int64 0 1.98k	Type stringclasses 3 values	prediction int64 0 1
297.1	307.9	1,662	26.9	183	M	0
300.7	310.2	1,348	54.8	50	L	0
301.4	310.8	1,698	29.6	99	L	0
304.1	313.5	1,470	45.8	85	M	0
301.9	309.6	1,446	43.2	225	L	0
300.7	309.7	1,507	52.4	163	L	0
302.4	311.8	1,648	30	122	L	0
300.4	309.6	1,571	33.6	126	H	0
300.8	310.3	1,526	36.3	205	M	0
300	309.5	1,717	28.3	48	L	0
298.8	308.8	1,445	49.9	4	H	0
298.1	308.7	1,568	32.9	10	L	0
297.2	308.6	1,335	53	39	L	0
302.6	312.1	1,439	52.3	35	L	0
299.7	309.1	1,715	27.8	192	L	0
299.2	308.4	1,381	42.5	54	M	0
297.1	308.2	1,399	42.6	194	L	0
300	311.5	1,451	49	115	M	0
299	308.6	1,648	30.8	98	L	0
298.8	308.7	1,445	48.5	70	L	0
298.8	310	1,484	44.9	80	M	0
302.4	311.2	1,404	52	57	L	0
297.6	308.3	1,478	42.3	193	L	0
300.6	309.4	1,691	28	36	H	0
303.8	312.9	1,815	27.8	66	M	0
299.1	308.3	1,325	46.9	28	L	0
302.2	310.8	2,203	16.6	47	L	0
296.9	307.8	1,549	35.8	206	H	0
299.5	309.3	1,972	19.3	177	L	0
297.5	308.8	1,824	24	179	H	0
300.6	310.4	2,514	13.4	215	L	1
300.3	311.7	1,236	57.5	12	M	0
298	308.3	1,544	34.7	213	L	0
298.9	308.6	1,623	31	180	H	0
300.6	309.5	1,576	38.8	124	L	0
297.5	308.7	1,546	38	123	M	0
299.1	310.6	1,921	23.9	158	L	0
301.5	310.6	1,490	48.1	81	L	0
297.6	309	1,885	25.2	24	H	0
298.9	310	1,456	43.8	15	M	0
298.8	309.8	1,437	48.2	164	H	0
297.6	308.8	1,683	31.6	79	M	0
300.3	309.5	1,320	62.2	142	M	0
297.5	308.9	1,443	43.5	0	L	0
301.3	311.1	1,647	28.2	140	L	0
298	308.8	1,790	27.2	193	L	0
299	310.3	1,582	33.3	177	M	0
299.6	309.4	1,331	46.4	16	L	0
303.1	311.2	1,435	40.1	219	L	0
302.8	311	1,564	38.5	85	L	0
300.7	310.1	1,542	35.5	191	L	0
301.5	310.7	1,596	35.4	150	L	0
299.8	309.6	1,447	43.1	12	L	0
301.3	311	1,463	50.2	214	M	0
298	308.7	1,436	48.2	201	M	0
300.6	309.3	1,409	38.7	115	L	0
298.5	308.8	1,305	58.7	26	L	0
301.1	309.6	1,501	36.1	156	L	0
300	310.2	1,486	36.4	66	L	0
302.4	310.1	1,645	31.6	93	L	0
302.3	311.1	1,630	35.6	183	L	0
298.5	308.7	1,575	33.9	128	L	0
300	309.4	1,498	38.5	37	H	0
300.5	309.7	1,887	24.3	28	L	0
300.1	309.4	1,694	27.4	44	L	0
297.5	308.7	1,761	26.2	164	L	0
298.8	309.1	1,439	39.2	104	L	0
301.7	310.8	1,954	21.6	198	M	0
297.8	308.4	1,714	33.2	177	L	0
302.6	312.1	1,499	35	215	L	0
300	311.4	1,508	38.2	18	L	0
300.7	311.9	1,419	47.7	179	L	0
297.1	307.9	1,496	44.7	88	L	0
298	308.7	1,377	48.5	181	M	0
298.2	308	1,499	44.1	166	L	0
303.6	313	1,396	38.2	117	M	0
298.8	308.7	1,543	38.2	44	M	0
299	308.6	1,434	45.9	108	L	0
301.2	311	1,596	37.2	219	L	0
297.4	309.2	1,428	38.8	26	L	0
297.8	308.9	1,650	32.2	195	H	0
301	310.4	1,665	30.9	177	M	0
298.6	309.6	1,540	35.8	5	L	0
298.8	308.8	1,497	46.8	72	M	0
298	308.3	1,362	56.8	216	L	0
300.3	311.7	1,571	31.2	123	L	0
302.2	310.8	1,827	23.8	9	L	0
300.9	312	2,129	17.8	173	H	0
299.1	310.1	1,373	55.6	108	L	0
301.8	311.1	1,495	36.9	197	L	0
298.4	309	1,474	52.7	95	L	0
300.6	310.5	2,156	18	16	M	0
300.5	312	1,375	43.2	108	H	0
295.7	306.5	1,737	26.2	97	L	0
298.4	309.7	1,581	34.6	150	L	0
302.1	310.6	1,421	52	95	M	0
299	308.7	1,408	48.5	25	H	0
300.6	311.8	1,501	44.8	226	L	0
297.9	308.8	1,602	32.1	59	M	0
297.6	308.7	1,376	59.9	74	M	0