Split (3)

train · 11.7k rows

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 89.5	Coolant_temp float64 63.1 196	rpm_category stringclasses 3 values	oil_pressure_category stringclasses 3 values	fuel_pressure_category stringclasses 4 values	coolant_pressure_category stringclasses 3 values	fuel_pressure_oil_temp stringclasses 3 values	coolant_temp_category stringclasses 4 values
476	2.474157	0.442149	1.694348	77.213248	74.000739	High Risk	Low Risk	Low Risk	Normal-to-Elevated	Low Risk	Moderate
872	4.811944	3.247426	2.320345	73.831174	66.781021	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	High
587	0.107739	6.221925	1.588517	76.030993	75.000093	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
871	2.691725	4.588798	4.736215	87.077508	83.589535	Moderate Risk	Mid Risk	Mid Risk	Relief / Saturation Regime	Low Risk	Lower
1,206	3.736932	6.099671	1.017987	75.20365	82.5746	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
754	2.344886	6.759113	4.54703	75.505365	74.790292	Moderate Risk	Low Risk	Very High Risk	Relief / Saturation Regime	High Risk	Moderate
811	3.214905	5.426884	1.942635	76.590938	76.643659	Moderate Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
523	4.037701	6.639512	2.150149	78.428491	90.30815	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
1,302	1.827105	6.451386	1.449539	77.204603	80.030546	Lower Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
636	2.765643	6.720392	3.104638	76.805168	83.641934	High Risk	Mid Risk	Very High Risk	Critical Pressure	High Risk	Lower
1,016	1.982848	3.409411	3.414665	77.444563	77.276029	Lower Risk	Low Risk	Low Risk	Critical Pressure	Low Risk	Moderate
874	2.432585	1.178002	1.489764	83.062238	81.265071	Moderate Risk	Low Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
813	4.126411	10.547028	1.9444	74.873921	73.787913	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
1,024	3.636238	7.227437	2.534803	77.519971	80.780958	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
1,140	3.533413	5.959691	0.744994	75.351957	70.44185	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Elevated
1,060	2.806662	6.863467	1.315029	84.638218	77.681358	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
428	4.015312	4.387233	1.869855	75.61926	90.813529	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Lower
795	3.656956	6.081633	4.643739	76.284806	68.683617	Moderate Risk	Mid Risk	High Risk	Relief / Saturation Regime	High Risk	High
552	1.602354	5.379013	1.498916	76.339653	80.317566	High Risk	Low Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
574	2.857147	12.445463	2.494344	82.575363	81.132797	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
619	4.374323	7.680463	1.508327	77.43828	78.05597	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
1,016	3.754642	6.54753	1.161201	75.594141	78.941611	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
1,131	3.509118	8.612997	2.267426	75.646784	73.914084	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
594	3.78652	5.179326	1.807569	74.782979	89.384301	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
461	2.493761	10.649871	2.080066	76.28125	84.541452	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
551	1.978134	6.797737	2.15799	74.80104	76.739125	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
759	4.800907	5.964886	2.55969	77.335559	80.100642	Moderate Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
539	4.618324	6.701364	2.67897	77.851739	81.949603	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
691	4.553031	9.368421	1.690033	77.081826	93.784718	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
1,178	3.879733	6.063232	2.75817	81.299308	82.501421	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
864	3.21265	5.632808	3.221213	75.063188	82.346105	Moderate Risk	Mid Risk	High Risk	Critical Pressure	High Risk	Lower
1,317	5.156134	7.026016	2.279683	76.683549	87.848553	Lower Risk	High Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
889	5.147012	5.396195	2.773418	77.7867	82.095054	Lower Risk	High Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
1,075	1.801343	3.093506	4.208283	76.167651	76.712735	Lower Risk	Low Risk	Low Risk	Relief / Saturation Regime	Mid Risk	Moderate
1,137	2.822741	6.451768	2.534249	77.483084	77.547981	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
544	2.0493	4.292368	4.914337	75.710544	94.073094	High Risk	Low Risk	Mid Risk	Relief / Saturation Regime	Mid Risk	Lower
552	3.225129	6.804661	2.102742	82.302206	74.132256	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
669	2.460182	8.380027	1.851389	76.513961	79.445897	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
1,374	3.285916	7.234992	2.586664	76.538508	81.308065	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
790	2.928716	3.810538	2.789834	75.919143	81.666691	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Lower
500	3.468799	6.788662	1.674009	73.941493	77.803556	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
617	2.145994	6.940048	2.155731	74.662088	77.334978	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
963	2.366053	4.734851	1.69178	76.288136	83.699924	Lower Risk	Low Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Lower
543	1.922794	5.530986	2.434811	77.616136	85.346033	High Risk	Low Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
800	2.753325	4.990054	2.667111	84.196141	74.918339	Moderate Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Low Risk	Moderate
647	3.854064	5.376221	2.024691	76.744637	88.075454	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
789	2.12632	3.848481	1.517936	77.697957	81.520047	Moderate Risk	Low Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
1,161	3.917831	4.313889	1.856955	75.427745	74.675805	Lower Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
380	2.394813	7.577546	1.213488	78.512528	78.786311	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
900	3.178634	3.152403	3.319617	76.891132	74.146819	Lower Risk	Mid Risk	Low Risk	Critical Pressure	Mid Risk	Moderate
848	4.978615	6.541365	0.78864	74.657337	68.857868	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	High
920	2.663061	4.017144	1.807807	76.135282	79.977585	Lower Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
400	2.645783	5.134501	1.245564	76.544162	77.525798	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
854	1.885073	5.799576	1.971943	74.785103	83.667261	Moderate Risk	Low Risk	High Risk	Normal-to-Elevated	High Risk	Lower
567	0.614028	4.46697	1.901717	76.957923	85.75466	High Risk	Low Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Lower
597	4.756076	4.111572	2.877469	73.841252	67.8541	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	High
710	3.436399	5.445207	1.308087	76.658605	87.289571	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
991	2.639529	14.520467	2.025085	76.933341	68.063973	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	High
899	2.813276	5.577475	2.303722	76.566703	82.47693	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
674	4.593935	6.9072	2.331971	74.336291	78.874795	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
886	2.643364	5.615802	1.258571	76.363111	77.583809	Moderate Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
680	4.443423	3.555144	2.703759	78.049936	84.840491	High Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
1,222	2.117151	8.834126	2.896076	74.170358	76.720213	Lower Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
908	4.432952	6.112681	4.582533	77.029325	81.017425	Lower Risk	Mid Risk	High Risk	Relief / Saturation Regime	High Risk	Lower
1,005	3.290845	11.021212	1.109097	74.857548	68.12084	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	High
865	2.675533	5.280383	2.283545	77.322536	76.595296	Moderate Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
958	5.372928	0.854322	2.615349	76.746463	74.696797	Lower Risk	High Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate
599	2.384933	7.36993	1.279161	77.139137	81.338252	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
1,133	2.915734	7.881399	1.51338	78.043797	76.813888	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
429	2.680806	13.316482	4.472514	77.034636	77.080163	High Risk	Mid Risk	Very High Risk	Relief / Saturation Regime	High Risk	Moderate
497	2.028773	5.434361	1.761409	76.537991	72.624317	High Risk	Low Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
901	3.210319	11.725491	6.058999	82.193187	69.193068	Lower Risk	Mid Risk	Very High Risk	Relief / Saturation Regime	Mid Risk	Elevated
1,316	3.695793	7.307894	2.362566	79.980371	77.051315	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
388	1.853838	3.081813	5.91365	76.369218	82.290448	High Risk	Low Risk	Low Risk	Relief / Saturation Regime	Mid Risk	Lower
1,013	3.205373	6.734123	1.438923	74.024509	71.688125	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Elevated
935	3.08198	5.636877	1.540434	80.639705	75.446396	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
475	4.559913	8.457963	1.599541	77.314579	88.132017	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
566	2.884727	13.88863	2.909563	74.226542	76.261561	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
649	4.820882	7.456014	0.960995	84.754954	82.536604	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
679	2.67405	6.371172	4.752487	74.855972	69.745754	High Risk	Mid Risk	Very High Risk	Relief / Saturation Regime	High Risk	Elevated
758	2.955595	7.681702	4.039419	74.785682	78.854097	Moderate Risk	Mid Risk	Very High Risk	Relief / Saturation Regime	High Risk	Moderate
1,098	2.607914	4.756742	2.091424	77.77843	73.420628	Lower Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Low Risk	Moderate
476	4.566596	8.132827	3.039993	76.245514	72.580947	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
821	4.415336	9.134021	2.066387	76.86161	84.517179	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
385	4.117581	4.896443	2.740333	77.25523	84.562627	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Low Risk	Lower
827	3.616283	5.013416	1.234692	76.608297	79.940816	Moderate Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
773	4.275991	4.367926	2.173846	77.073371	76.736434	Moderate Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
472	4.546362	4.801745	2.573016	73.403204	68.749818	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	High
975	2.709489	7.358303	1.843751	75.323053	66.596201	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	High
718	2.696597	5.721594	2.073914	76.284557	73.422449	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
513	2.835048	8.18112	0.996489	82.657103	66.977074	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	High
706	3.322614	6.614217	2.1754	75.46537	69.857252	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Elevated
685	3.675007	3.889039	2.56866	76.565721	79.847276	High Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate
1,443	2.295309	16.93062	3.13526	73.029488	75.804136	Lower Risk	Low Risk	Very High Risk	Critical Pressure	High Risk	Moderate
944	2.721176	10.57711	1.844848	77.676693	79.867417	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
711	2.047578	7.2617	2.196534	81.304927	80.864077	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
669	2.632464	5.584876	2.453823	76.241398	84.542831	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
826	2.288594	12.283293	0.289184	81.384794	81.277031	Moderate Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
963	4.882413	7.262264	5.338218	77.094571	77.899707	Lower Risk	Mid Risk	Very High Risk	Relief / Saturation Regime	High Risk	Moderate
574	4.942479	3.019366	2.013431	75.641847	78.471041	High Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate

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