Datasets:

adityasharma2011
/

predictive-maintenance-test

Engine_rpm int64 107 2.17k	Lub_oil_pressure float64 0.01 7.05	Fuel_pressure float64 0.01 19.7	Coolant_pressure float64 0.09 7.19	lub_oil_temp float64 72.5 89.2	Coolant_temp float64 61.7 95.2	__index_level_0__ int64 3 19.5k
634	2.61126	10.453517	2.771041	75.86364	79.245834	2,830
856	4.04384	5.829366	2.460446	73.860133	71.047078	16,425
814	4.073486	5.25712	1.866571	81.84007	76.715591	4,193
379	2.724639	4.712955	1.981593	77.09226	76.106727	17,698
868	2.672809	5.273917	1.905387	78.475478	72.088361	1,815
486	2.751187	4.981189	1.947335	77.915084	82.366213	6,379
584	2.017893	7.132055	2.591518	75.530132	76.892572	16,874
642	3.9584	6.737429	1.969273	77.925034	66.415888	6,817
1,041	4.521053	6.210473	3.187334	79.197006	71.817446	2,475
1,427	2.843245	4.407384	2.191826	75.031977	78.144296	14,037
1,123	3.211094	5.409431	1.711328	78.549739	91.426048	10,614
965	5.528486	15.001236	1.98097	77.003742	81.298834	3,349
486	3.98722	10.195593	2.41434	77.262093	80.299991	14,908
579	1.883619	7.229599	2.422351	75.585566	66.912858	11,195
690	4.396677	4.546554	4.79766	77.070856	86.781604	9,981
707	2.823438	10.330139	2.366586	78.438727	68.779584	4,899
499	4.237938	5.19752	1.561667	76.660087	83.861419	3,584
700	2.946622	5.100845	2.015737	77.140404	74.759147	4,733
789	3.967424	8.73506	1.681298	77.01658	79.795167	8,739
1,018	4.238126	8.273003	1.617142	77.053007	78.434893	10,892
414	2.959878	9.779071	2.704704	75.193618	70.866775	9,182
954	2.016859	3.514317	2.123193	78.44476	74.049494	7,415
1,200	2.584647	7.104494	1.439068	78.971899	76.239123	11,191
723	2.847779	18.21288	3.116209	77.298042	88.598069	13,574
937	3.541316	10.704341	2.888997	76.600056	72.102083	17,987
474	3.812962	13.472693	1.666002	77.838465	74.424184	9,775
1,484	4.695227	7.098034	1.33657	74.223201	68.957024	5,076
1,119	3.223373	7.793733	1.689749	77.653993	82.166274	13,317
692	2.198147	6.763849	2.909702	73.582929	71.041773	3,118
1,011	5.085095	5.451618	1.3622	83.722624	74.444864	19,521
697	4.58614	5.980066	1.411176	76.482926	79.626088	1,171
563	4.61394	6.511851	1.640371	73.730509	74.400183	13,187
882	3.981534	4.610832	4.091422	78.324789	80.388539	12,582
919	2.524388	5.262508	1.560854	75.0724	77.914513	12,041
508	2.649771	13.77961	2.124557	76.951287	73.155234	10,147
576	3.634043	3.993163	2.701828	75.820912	84.370682	9,718
625	3.347637	8.21048	2.389763	77.431721	74.826085	4,507
1,320	2.460606	6.232507	1.655347	76.172532	80.888912	14,383
1,065	2.980682	7.989947	2.358523	75.667198	74.257403	18,485
383	2.450984	4.52132	1.675139	75.25322	86.457624	5,112
936	3.520735	6.521204	1.128547	89.241175	81.057789	11,004
620	2.364693	6.088848	6.287516	77.442036	86.720841	3,997
825	2.922278	13.23025	3.007005	76.947925	82.774509	12,193
1,022	2.661488	5.247992	2.75108	77.459595	81.898691	13,349
926	4.023769	8.90698	1.753711	78.035056	81.447592	8,080
758	3.635973	8.612594	4.991061	74.050831	71.843185	14,437
972	3.124232	6.554847	1.894652	80.572759	76.736655	16,541
857	2.627537	8.841238	1.130811	80.198149	68.386121	13,753
487	2.730183	6.292673	2.798752	73.761799	83.355365	4,260
1,115	2.463577	6.764073	2.657332	76.229416	92.485425	17,518
515	3.706905	6.084796	4.738294	75.751212	90.412117	11,336
597	3.493871	4.278638	2.152846	84.691156	76.261661	3,031
625	3.517158	9.034119	1.701086	75.064717	80.701022	16,366
749	3.379445	4.377736	3.016	77.047933	88.563646	7,981
854	3.046016	6.86104	1.252787	73.392475	87.655168	16,141
943	2.042534	3.918224	2.121771	76.986203	74.210794	5,732
610	3.705538	4.348259	3.50053	76.06661	79.749636	566
749	2.501936	6.059382	2.913548	81.351153	85.476779	3,679
610	4.2298	5.423975	3.072547	76.692504	79.418284	8,528
349	3.025148	8.33602	2.979573	77.128701	87.039148	6,255
891	2.850596	8.154001	2.811349	83.800868	76.86181	9,580
464	4.664719	6.96606	4.725405	77.456771	79.127255	4,121
955	2.395127	6.369333	1.982329	74.624433	80.349823	6,886
771	2.309491	8.236678	4.619532	76.958766	77.399565	10,152
871	3.191391	9.358875	1.294106	75.356114	80.564482	18,741
1,052	3.541473	7.53083	1.432205	87.069788	87.813984	4,262
675	1.932625	6.730167	1.345992	76.570302	82.552358	4,711
1,034	2.199228	13.756577	2.151955	75.032227	86.255252	15,377
613	2.306297	5.756438	1.761585	74.932022	78.07323	15,411
658	2.613013	7.390182	3.069503	76.342558	87.847442	12,234
884	2.286296	11.478891	2.494915	76.98549	80.892102	6,824
874	2.707494	7.566031	2.025857	75.234218	71.241471	5,986
768	3.930076	8.669401	1.477826	76.457608	74.763685	285
509	4.205848	4.837473	2.154953	77.518505	77.975902	17,937
1,101	3.768244	7.603122	2.460418	77.582597	86.8136	6,512
712	2.488928	6.077248	2.020301	76.521619	87.466333	555
1,538	1.88755	8.339654	1.192507	76.501763	84.450975	17,047
396	3.502444	11.759858	1.726093	77.975622	77.278335	5,169
479	4.612233	6.27422	4.158132	81.535353	81.038839	10,868
651	3.033	5.965319	2.428607	77.4185	79.098577	17,605
1,169	3.151479	10.445171	2.762797	74.082075	77.768837	17,985
441	5.480847	2.612642	2.707713	78.002638	75.551796	13,357
929	1.937725	5.647741	1.166759	76.458844	78.046233	4,154
1,411	3.518329	4.158887	2.044416	78.023885	86.243027	7,327
606	1.793986	8.889421	1.372721	75.714098	75.842171	12,934
409	2.279944	6.168619	2.689319	77.633378	73.99291	19,444
362	2.690016	9.815306	1.624894	77.981632	83.934359	5,909
453	3.079325	8.347691	1.807234	77.366539	86.845918	4,432
704	4.716561	7.273391	2.147282	75.490298	73.268722	16,189
680	2.64324	3.488218	1.436857	77.405501	73.270345	16,384
1,050	4.727144	3.978103	1.046323	76.382623	83.19783	14,530
467	2.293461	6.479747	1.576227	78.345701	68.356809	13,470
768	3.823979	7.787524	1.37531	80.64719	77.86305	11,152
896	2.726268	4.944198	3.175728	79.493723	83.055968	9,573
452	4.826599	7.299444	3.153482	74.907397	82.747062	14,785
547	2.258771	6.162558	2.648198	83.885334	76.170602	16,762
1,406	4.14821	4.905387	1.242844	83.809399	89.864285	3,215
694	1.757083	7.696475	3.390889	78.944416	88.181948	15,338
498	4.273981	5.117908	2.016983	74.529863	87.953473	5,915
880	2.99093	7.762248	1.817569	75.969231	80.533924	12,408

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