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davoodwadi
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machine-failure-logs

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train · 2.37k rows

Air temperature [K] float64 0 1k	Process temperature [K] float64 0 520	Rotational speed [rpm] int64 0 2.56k	Torque [Nm] float64 0 1k	Tool wear [min] int64 0 16k	Type stringclasses 3 values	prediction int64 0 1
452.8	310.3	1,538	36.1	198	L	1
453.8	310.3	1,538	36.1	198	L	1
454.8	310.3	1,538	36.1	198	L	1
455.8	310.3	1,538	36.1	198	L	1
456.8	310.3	1,538	36.1	198	L	1
457.8	310.3	1,538	36.1	198	L	1
458.8	310.3	1,538	36.1	198	L	1
459.8	310.3	1,538	36.1	198	L	1
460.8	310.3	1,538	36.1	198	L	1
461.8	310.3	1,538	36.1	198	L	1
462.8	310.3	1,538	36.1	198	L	1
463.8	310.3	1,538	36.1	198	L	1
464.8	310.3	1,538	36.1	198	L	1
465.8	310.3	1,538	36.1	198	L	1
466.8	310.3	1,538	36.1	198	L	1
467.8	310.3	1,538	36.1	198	L	1
468.8	310.3	1,538	36.1	198	L	1
469.8	310.3	1,538	36.1	198	L	1
470.8	310.3	1,538	36.1	198	L	1
471.8	310.3	1,538	36.1	198	L	1
472.8	310.3	1,538	36.1	198	L	1
473.8	310.3	1,538	36.1	198	L	1
474.8	310.3	1,538	36.1	198	L	1
475.8	310.3	1,538	36.1	198	L	1
476.8	310.3	1,538	36.1	198	L	1
477.8	310.3	1,538	36.1	198	L	1
304.8	310.3	1,538	36.1	198	L	0
305.8	310.3	1,538	36.1	198	L	0
306.8	310.3	1,538	36.1	198	L	1
303.8	310.3	1,538	36.1	198	L	0
303.6	311.8	1,421	44.8	1,010	M	1
303.6	311.8	1,421	44.8	1,010	M	1
303.6	311.8	1,421	44.8	1,015	M	1
303.6	311.8	1,421	44.8	1,010	M	1
303.6	311.8	1,421	44.8	1,010	H	1
303.6	311.8	1,421	44.8	500	H	1
303.6	311.8	1,421	44.8	5	H	0
297.5	308.6	1,355	58.9	138	H	0
299.6	309.4	1,331	46.4	16	L	0
300.7	310.6	1,474	37	33	M	0
300.1	311.4	1,485	40.4	75	H	0
297.5	308.2	1,647	31.3	3	L	0
297.5	308.4	1,528	39.9	160	L	0
300.3	311.6	1,595	38.8	154	L	0
301.8	311.1	1,663	31.6	199	M	0
297.8	307.3	1,327	61	186	L	0
301.7	311.1	1,469	37.2	128	L	0
300.2	311.7	1,448	54.2	173	L	0
300.7	310.6	1,407	40.5	87	L	0
304.2	313.5	1,532	41.3	161	M	0
303.7	312.7	1,572	37.2	192	L	0
303.6	312.6	1,498	40.2	155	H	0
300.1	310.4	1,554	39.4	115	L	0
299.1	310	1,431	49.5	205	H	0
297.6	308.8	1,683	31.6	79	M	0
297.6	308.5	1,678	34.2	114	L	0
301.5	310.5	1,636	28.7	106	L	0
301.1	310.5	1,309	60.7	100	M	0
301.7	310.6	1,406	46	112	L	0
300.6	310.4	2,514	13.4	215	L	1
297.3	308.4	1,339	52.1	36	L	0
300	309	1,709	32.1	79	L	0
300.6	311.7	1,488	47.7	22	L	0
300.5	310	1,415	43.5	98	M	0
300.2	309.8	1,418	49.3	16	L	0
301.1	310.6	1,417	47.6	10	L	0
299.2	310.5	1,391	45.8	38	L	0
297.2	308.4	1,605	30	183	L	0
299.1	308.3	1,424	43.4	16	H	0
299.2	308.5	1,374	53.6	143	L	0
300.7	309.6	1,390	48.5	7	H	0
297.5	309.2	1,804	27.4	215	M	0
298	307.5	1,784	27.8	163	M	0
297.6	308.6	1,326	62.4	173	L	0
298.4	307.9	1,605	31	18	H	0
299.7	311.1	1,439	44.9	174	L	0
296.3	307.3	1,372	57.7	33	L	0
303.9	313	1,626	31.4	209	L	0
302.6	311.6	1,576	34.7	182	L	0
299.1	308.9	1,467	47.2	218	L	0
303.5	313	1,465	41	56	L	0
303.9	313.2	1,422	48	215	M	0
300.7	309.6	1,925	20.5	9	H	0
301.2	309.9	1,515	40.9	21	L	0
297	308.3	1,399	59	135	L	0
302.2	310.6	1,355	51.5	126	M	0
297.7	308.7	1,731	28.4	104	L	0
297.4	308.7	1,402	40.2	114	L	0
300.8	310.5	1,511	35.8	54	M	0
302.7	312.3	1,858	25.4	2	L	0
302.1	310.9	1,666	30.7	203	L	0
302.5	310.3	1,592	32.6	174	L	0
300.3	311.7	1,821	26.3	202	L	0
302	309.8	1,456	58.1	145	L	1
304	313.1	1,472	45.5	166	H	0
302.2	311.4	1,390	48.1	40	L	0
297.2	308.7	1,463	49.9	146	L	0
297.8	308.4	1,714	33.2	177	L	0
300.1	309.4	1,464	41.7	30	L	0
301.6	310.7	1,421	44.4	94	M	0