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davoodwadi
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machine-failure-logs

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train · 2.36k 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
299	308.9	1,449	39.6	105	M	0
299.8	310.5	1,375	53.9	110	M	0
299	310	1,341	58.9	126	M	0
298.6	309.9	1,615	28.8	199	L	0
300.6	309.4	1,552	36.4	113	L	0
301.6	310.6	1,506	43.4	222	L	0
296	306.6	1,392	51.3	124	M	0
298	308.5	1,404	46.6	201	L	0
301.2	312.4	1,480	53.5	97	L	0
298.2	307.8	1,749	26.1	66	L	0
297.5	308.9	1,581	30.4	155	L	0
300.6	310.3	1,648	30.5	217	L	0
300.8	310.3	1,538	36.1	198	L	0
301.8	310.3	1,538	36.1	198	L	0
302.8	310.3	1,538	36.1	198	L	0
303.8	310.3	1,538	36.1	198	L	0
303.8	310.3	1,538	36.1	198	L	0
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
307.8	310.3	1,538	36.1	198	L	1
308.8	310.3	1,538	36.1	198	L	1
309.8	310.3	1,538	36.1	198	L	1
310.8	310.3	1,538	36.1	198	L	1
311.8	310.3	1,538	36.1	198	L	1
312.8	310.3	1,538	36.1	198	L	1
313.8	310.3	1,538	36.1	198	L	1
314.8	310.3	1,538	36.1	198	L	1
315.8	310.3	1,538	36.1	198	L	1
316.8	310.3	1,538	36.1	198	L	1
317.8	310.3	1,538	36.1	198	L	1
318.8	310.3	1,538	36.1	198	L	1
319.8	310.3	1,538	36.1	198	L	1
320.8	310.3	1,538	36.1	198	L	1
321.8	310.3	1,538	36.1	198	L	1
322.8	310.3	1,538	36.1	198	L	1
323.8	310.3	1,538	36.1	198	L	1
324.8	310.3	1,538	36.1	198	L	1
325.8	310.3	1,538	36.1	198	L	1
326.8	310.3	1,538	36.1	198	L	1
327.8	310.3	1,538	36.1	198	L	1
328.8	310.3	1,538	36.1	198	L	1
329.8	310.3	1,538	36.1	198	L	1
330.8	310.3	1,538	36.1	198	L	1
331.8	310.3	1,538	36.1	198	L	1
332.8	310.3	1,538	36.1	198	L	1
333.8	310.3	1,538	36.1	198	L	1
334.8	310.3	1,538	36.1	198	L	1
335.8	310.3	1,538	36.1	198	L	1
336.8	310.3	1,538	36.1	198	L	1
337.8	310.3	1,538	36.1	198	L	1
338.8	310.3	1,538	36.1	198	L	1
339.8	310.3	1,538	36.1	198	L	1
340.8	310.3	1,538	36.1	198	L	1
341.8	310.3	1,538	36.1	198	L	1
342.8	310.3	1,538	36.1	198	L	1
343.8	310.3	1,538	36.1	198	L	1
344.8	310.3	1,538	36.1	198	L	1
345.8	310.3	1,538	36.1	198	L	1
346.8	310.3	1,538	36.1	198	L	1
347.8	310.3	1,538	36.1	198	L	1
348.8	310.3	1,538	36.1	198	L	1
349.8	310.3	1,538	36.1	198	L	1
350.8	310.3	1,538	36.1	198	L	1
351.8	310.3	1,538	36.1	198	L	1
352.8	310.3	1,538	36.1	198	L	1
353.8	310.3	1,538	36.1	198	L	1
354.8	310.3	1,538	36.1	198	L	1
355.8	310.3	1,538	36.1	198	L	1
356.8	310.3	1,538	36.1	198	L	1
357.8	310.3	1,538	36.1	198	L	1
358.8	310.3	1,538	36.1	198	L	1
359.8	310.3	1,538	36.1	198	L	1
360.8	310.3	1,538	36.1	198	L	1
361.8	310.3	1,538	36.1	198	L	1
362.8	310.3	1,538	36.1	198	L	1
363.8	310.3	1,538	36.1	198	L	1
364.8	310.3	1,538	36.1	198	L	1
365.8	310.3	1,538	36.1	198	L	1
366.8	310.3	1,538	36.1	198	L	1
367.8	310.3	1,538	36.1	198	L	1
368.8	310.3	1,538	36.1	198	L	1
369.8	310.3	1,538	36.1	198	L	1
370.8	310.3	1,538	36.1	198	L	1
371.8	310.3	1,538	36.1	198	L	1
372.8	310.3	1,538	36.1	198	L	1
373.8	310.3	1,538	36.1	198	L	1
374.8	310.3	1,538	36.1	198	L	1
375.8	310.3	1,538	36.1	198	L	1
376.8	310.3	1,538	36.1	198	L	1
377.8	310.3	1,538	36.1	198	L	1
378.8	310.3	1,538	36.1	198	L	1
379.8	310.3	1,538	36.1	198	L	1
380.8	310.3	1,538	36.1	198	L	1
381.8	310.3	1,538	36.1	198	L	1
382.8	310.3	1,538	36.1	198	L	1
383.8	310.3	1,538	36.1	198	L	1
384.8	310.3	1,538	36.1	198	L	1
385.8	310.3	1,538	36.1	198	L	1
386.8	310.3	1,538	36.1	198	L	1