Datasets:

adityasharma2011
/

predictive-maintenance-train

Engine_rpm int64 61 2.24k	Lub_oil_pressure float64 0 7.27	Fuel_pressure float64 0 21.1	Coolant_pressure float64 0 7.48	lub_oil_temp float64 71.3 89.6	Coolant_temp float64 62.4 196	__index_level_0__ int64 0 19.5k
496	4.70624	5.249898	3.803385	75.033607	70.542095	16,957
836	3.960027	4.928546	3.705357	74.395016	84.098307	4,014
623	3.055244	9.494612	2.084725	76.865701	72.927688	15,006
675	2.785797	5.463947	1.649817	75.397279	82.907453	18,561
1,412	2.816022	4.00141	1.921522	83.246013	71.176927	3,886
414	3.928896	4.468993	1.740373	74.461489	80.171776	18,305
1,041	2.618464	6.031472	3.444127	75.87409	74.213489	2,726
975	5.964635	4.00145	2.460979	80.727668	80.231235	18,692
1,158	2.653552	4.956097	1.126615	76.703935	82.821523	6,508
1,357	4.045931	7.2471	1.827783	78.382214	87.120363	15,816
767	3.675062	6.603299	2.240416	77.226557	71.871107	8,723
1,179	3.308127	6.162965	0.736781	75.678397	71.430854	345
956	3.720926	5.050159	4.541596	78.294517	75.350544	15,829
1,057	2.23783	5.631612	2.505175	74.529496	76.760059	18,883
854	5.325312	3.992183	5.119024	81.89433	82.209094	5,775
855	3.087465	5.170975	2.49316	86.235597	81.372706	6,268
1,096	2.480399	5.149975	0.635378	84.090834	78.015959	14,574
434	4.442973	7.090542	1.524269	75.620907	83.188313	9,977
822	3.310684	5.627634	2.058694	77.853008	78.117307	4,192
569	3.736063	5.729134	1.870194	76.742341	79.451863	16,937
952	2.40655	7.418635	1.44315	75.180661	78.452812	9,774
973	2.349488	5.715477	3.340146	78.821659	77.506734	15,740
554	3.396276	10.290297	1.999733	76.546559	83.106267	1,314
811	4.851543	3.622094	0.758107	76.042221	82.374601	17,381
540	3.081387	4.375281	0.982797	76.415207	79.320499	9,796
778	3.538907	5.208443	1.734624	73.849828	73.385308	13,278
563	2.217112	6.034855	2.623956	78.603892	77.731044	16,713
1,033	2.036132	4.932128	2.235217	75.931896	69.710272	7,424
804	4.57266	5.992453	1.535159	77.051917	79.80514	16,829
369	2.746007	6.989355	1.830474	77.18143	75.697478	7,037
798	5.789154	6.727879	1.819378	77.601968	79.906577	5,253
437	3.900054	6.734776	2.790181	78.008376	78.002771	11,637
1,221	4.42086	5.888119	5.204647	76.787069	90.006726	7,784
946	2.33791	5.878699	6.107326	78.055623	81.372531	18,847
654	2.126811	6.048617	2.932469	75.452488	85.561782	15,969
800	3.40304	5.070474	2.423549	75.857648	75.29601	7,114
1,388	2.991451	4.277201	1.463619	77.886941	82.120037	5,946
576	4.796219	8.31517	3.235007	83.490921	90.11711	3,189
1,307	3.771457	2.955204	1.844966	77.864105	81.623514	7,630
663	4.798853	7.292509	2.363309	75.429563	70.386828	16,295
582	1.305755	5.211494	2.633097	75.93492	75.580952	15,328
1,145	4.436745	5.686701	2.965899	74.062249	71.002669	339
673	1.826226	8.79934	1.239882	76.365291	83.423228	5,765
469	2.244983	7.020501	0.246693	76.915875	86.219173	9,848
739	2.464748	8.192446	2.752652	74.697141	87.950844	18,742
1,240	4.557669	4.769486	1.481279	77.441172	75.294501	7,928
529	2.591552	7.383817	2.334104	76.628042	76.083761	16,088
835	3.516408	3.704002	1.359745	89.275897	73.337822	14,686
848	2.474463	5.649183	3.259924	76.354736	77.660874	8,379
754	2.931881	5.210595	1.070077	78.219563	81.21399	3,682
510	4.64128	3.945978	1.855171	78.017094	74.074583	13,987
450	0.699888	4.111952	0.949993	74.86905	72.889809	8,838
658	3.201742	6.108218	1.567632	75.665033	69.755396	2,033
529	3.215984	5.469481	2.196793	78.294028	75.39119	6,196
1,799	2.776676	7.228798	1.834901	87.578571	78.951378	10,571
84	3.830491	4.907142	1.061624	75.626682	77.407978	4,337
798	1.988798	2.982692	1.362544	77.303689	76.034316	9,382
1,083	4.86708	4.984865	2.4964	81.90805	81.064302	5,675
633	2.211679	7.715703	2.24428	76.325323	81.733805	12,528
918	2.981941	11.245539	2.724376	76.193842	92.014862	7,234
668	2.54182	5.14548	3.114428	75.49389	70.381397	2,176
488	0.325005	8.190476	1.503244	76.150753	77.308195	3,938
813	4.485257	8.605066	1.668094	76.21798	77.237554	572
413	3.492244	6.194312	1.769396	82.126134	78.464299	3,538
1,185	3.76483	10.673992	2.249566	78.487524	75.174314	5,066
1,057	2.054571	6.884652	1.598794	76.617464	87.627446	15,278
643	2.625858	8.451585	2.90954	83.808091	68.859504	14,508
659	4.495829	5.978984	5.866578	76.959741	83.497599	11,677
429	3.378734	3.557734	2.692528	77.956845	93.980689	5,118
1,087	4.294721	3.272855	2.08666	85.178231	75.427291	18,331
671	4.183711	7.136869	2.776894	77.187541	79.178336	17,134
743	2.983045	11.830769	1.705551	76.268239	85.180514	13,220
744	2.740729	4.944986	1.294337	77.417051	90.163324	4,076
809	4.050245	7.785442	2.343225	77.791209	75.283887	14,197
902	4.200947	14.528383	2.169704	76.169902	78.116536	8,153
555	2.756869	2.941945	2.084822	78.193826	83.436028	19,196
706	3.322614	6.614217	2.1754	75.46537	69.857252	12,485
634	4.144614	8.87925	1.95402	74.04727	80.937101	671
665	3.020798	7.931052	2.793915	76.949302	76.395635	10,057
913	2.577537	5.168561	2.085453	83.063455	86.055655	3,737
1,212	1.723152	5.266437	4.289763	80.382307	82.462033	6,215
1,300	2.21935	8.433284	1.580678	80.84323	74.473407	12,344
621	3.251042	5.331136	2.615028	78.185455	71.337673	19,053
808	3.077382	3.582213	5.852737	83.184829	74.732234	10,788
1,258	3.265263	11.247399	1.487561	76.842186	71.705021	11,218
1,267	4.119743	8.259543	2.09562	74.636635	76.781918	16,783
868	2.525346	4.285353	1.596997	76.14099	82.910354	3,213
1,024	2.194611	4.866378	0.512182	77.774181	83.93496	898
1,036	2.161426	6.125224	2.157851	75.996252	77.318644	14,734
656	4.151634	6.293229	3.177781	75.572258	68.317647	10,432
823	2.377631	2.604273	1.97795	73.113172	76.898773	5,114
524	1.441212	6.81795	1.786358	77.267706	73.978998	2,358
699	2.106315	2.486776	1.0972	86.787515	90.570099	6,086
981	3.235836	7.454698	4.277397	73.299392	80.962784	6,998
833	3.758835	6.281994	1.660214	76.560451	70.938112	576
919	2.726379	14.715238	2.298589	75.610175	87.730004	10,830
801	3.707931	8.233514	2.483217	75.775911	81.361103	17,493
696	4.103563	6.618358	1.740116	77.589843	67.575875	6,949
1,266	5.377554	5.537528	1.029143	77.857636	85.885943	10,194
1,409	2.781202	7.002047	2.945533	84.636721	81.159766	10,250

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