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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
297.1	308.4	1,421	42	165	M	0
298.6	309.5	1,366	55	65	M	0
300	311.5	1,451	49	115	M	0
297.7	308.7	1,474	46.8	188	L	0
300.9	311.9	1,480	40.9	28	M	0
304	313.1	1,408	39.8	132	H	0
297.3	308.2	1,754	26.8	125	L	0
298.3	309.4	1,595	29	103	M	0
298.6	310.1	1,439	49.9	17	L	0
300.7	310.2	1,286	64.9	160	L	1
300.8	311.7	1,490	46.4	217	L	0
299.4	309	1,415	51.7	62	H	0
301.4	310.7	1,536	44.4	96	H	0
303.5	312.7	1,393	49.3	82	L	0
297.2	308.4	1,460	42.1	41	L	0
303.5	312.4	1,318	54.2	177	M	0
303.7	312.4	1,631	28.5	132	M	0
299.7	309.2	1,468	49.6	132	H	0
301.2	310.7	1,747	27.3	35	H	0
301.9	310.6	1,462	38.8	22	L	0
303.9	313.1	1,425	49.3	199	L	0
297.4	309.3	1,499	36.8	88	M	0
302.5	311.5	1,493	35.1	131	L	0
301.9	310.9	1,569	32.5	188	M	0
300.7	312.3	1,577	33.2	100	L	0
304	313.1	1,466	39.5	83	M	0
299.5	310.8	1,754	31.3	114	M	0
303.6	312.4	1,388	41.9	221	L	0
298.2	308.6	1,433	39.5	7	L	0
301	312.2	1,372	47	59	L	0
299.5	309.9	1,402	51.7	58	L	0
297.2	308.1	1,446	38.5	164	L	0
297.2	308.6	1,444	41.1	56	M	0
300.1	309.1	1,731	30.4	92	M	0
302.2	311.3	1,510	37.1	10	M	0
298.1	310	1,393	43.1	65	M	0
302.6	312.2	1,458	38.8	34	M	0
299.7	311.2	1,352	52.1	176	L	0
300.5	311.9	1,576	31.1	149	L	0
297.9	308.9	1,393	40.6	45	L	0
298.5	309.4	1,521	37.5	94	M	0
300.2	311.7	1,448	54.2	173	L	0
301.2	310	1,445	45.6	18	M	0
297.4	308.8	1,620	33.4	186	L	0
296.9	308	1,641	33.3	67	M	0
296.9	307.8	1,605	37	84	L	0
300.8	310.4	1,368	46.8	21	L	0
299.6	309.1	1,369	51.4	164	L	0
297	307.7	1,498	47.1	199	M	0
299.2	308.8	1,542	39.2	179	L	0
302	310.4	1,450	46.6	165	L	0
300.3	311.8	1,592	32.1	11	M	0
298	308.3	1,544	34.7	213	L	0
298.8	309.9	1,550	38.8	53	L	0
298	308.5	1,404	46.6	201	L	0
300.1	309.6	1,760	25.4	55	L	0
295.8	306.5	1,568	35.1	111	L	0
299.4	309.1	1,957	22.1	55	L	0
302.9	312.4	1,334	50.9	5	M	0
298.3	308.9	1,706	31.8	8	H	0
296.3	307.3	1,567	31.4	5	L	0
303	311.2	1,511	45.7	184	L	0
298.6	308.3	1,422	40.4	179	L	0
300.3	309.5	1,320	62.2	142	M	0
300	309.8	1,474	40.6	78	L	0
300.4	311.5	1,492	44.6	149	L	0
299.9	309.4	1,487	42.2	198	M	0
295.5	306.1	1,822	24.3	164	M	0
298.4	308.9	1,501	50	203	L	0
302.2	311.4	1,390	48.1	40	L	0
302.6	312.1	1,519	38.1	178	L	0
297.5	309.4	1,368	45.3	129	H	0
298.9	309.8	1,353	53.7	71	M	0
303.9	313.2	1,481	40	100	L	0
301.2	311	1,573	32.8	57	L	0
299.6	309.4	1,331	46.4	16	L	0
299.8	309.1	1,612	35.4	205	L	0
298.8	308.7	1,445	48.5	70	L	0
303.9	313.2	1,422	48	215	M	0
301.2	310.8	1,711	28.9	38	L	0
302.5	311.9	1,497	41.6	123	L	0
298.4	309.5	1,514	38.8	128	M	0
301.2	309.9	1,362	50.7	25	H	0
299.1	310.1	1,373	55.6	108	L	0
300.2	310.1	1,550	38.7	45	M	0
299	308.7	1,892	22.8	96	L	0
299.1	310.5	1,485	37.8	46	L	0
297.4	308.8	1,473	46.2	167	L	0
301.7	310	1,391	50.6	195	M	0
302.4	310.1	1,418	52.3	141	L	0
295.6	306.1	1,462	49.2	158	M	0
302.3	311.7	1,456	45.4	130	H	0
298.3	307.9	1,703	28.9	147	L	0
297.6	308.4	1,569	38.3	93	M	0
300.1	309.7	1,641	30.4	41	L	0
302.8	312.4	1,651	27	200	L	0
300.5	309.6	1,366	50.2	219	L	0
300.3	311.7	1,236	57.5	12	M	0
300.7	312.2	1,335	49	62	H	0
299.2	308.4	1,509	39.4	0	L	0