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
446	2.320951	3.988351	1.472631	77.208684	81.696418	High Risk	Low Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
589	2.217934	11.667223	1.944048	78.145517	79.345495	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
730	1.764368	5.684769	5.167029	82.569072	84.16267	High Risk	Low Risk	High Risk	Relief / Saturation Regime	Mid Risk	Lower
959	2.508923	4.144428	1.845369	74.258408	79.466421	Lower Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
577	2.500811	4.454771	2.358045	76.009929	68.666072	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	High
530	2.721545	6.591911	1.568231	76.713587	85.378736	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
872	3.598045	7.986955	1.667073	75.910443	78.579167	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
1,383	2.886146	1.844173	1.744239	79.098175	74.357925	Lower Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Moderate
887	2.854727	8.646814	1.807193	75.582922	76.729438	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
478	3.697712	4.802267	2.292492	74.780956	73.647294	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
921	4.014598	5.810348	2.265802	78.200011	75.767654	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
1,330	4.325024	4.926148	2.114454	79.995518	68.985411	Lower Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Low Risk	High
606	4.048716	5.02783	2.216027	77.11101	80.642454	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Lower
1,077	2.349537	9.083035	1.552987	75.59733	82.301146	Lower Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
1,264	2.461756	4.891028	0.873758	84.286741	81.422328	Lower Risk	Low Risk	Mid Risk	Normal-to-Elevated	Low Risk	Lower
775	2.242733	5.804257	2.8518	75.115055	90.832819	Moderate Risk	Low Risk	High Risk	Normal-to-Elevated	High Risk	Lower
1,104	4.587521	5.580223	2.894426	79.391262	79.789769	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
773	3.274179	12.361612	1.219679	80.787257	78.668489	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
1,415	2.944337	7.849896	2.51556	78.172195	75.034577	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
768	1.824641	7.674013	2.842899	85.33614	76.4855	Moderate Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
879	3.268327	6.949302	3.367869	74.178048	87.323686	Moderate Risk	Mid Risk	Very High Risk	Critical Pressure	High Risk	Lower
519	3.356651	8.001753	2.734639	74.947492	78.345955	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
1,088	3.295898	5.272997	2.351668	78.142862	83.710797	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
542	2.533404	5.641195	2.991979	74.927889	84.064995	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
685	2.237618	8.058946	3.378262	76.820835	73.617723	High Risk	Low Risk	Very High Risk	Critical Pressure	High Risk	Moderate
568	3.889476	12.227605	1.976207	78.548799	77.00869	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
765	2.369736	3.378881	2.258609	76.674095	71.925437	Moderate Risk	Low Risk	Low Risk	Normal-to-Elevated	Mid Risk	Elevated
983	3.889237	5.444704	3.232268	84.733148	72.44297	Lower Risk	Mid Risk	High Risk	Critical Pressure	Mid Risk	Moderate
1,181	3.371632	2.850182	0.84381	81.526033	83.926927	Lower Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
964	3.613584	5.462129	1.72353	75.414478	77.91801	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
525	1.912993	6.721694	2.420893	76.890284	73.745195	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
791	3.562198	3.819258	1.378494	75.815097	79.675253	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate
579	3.698521	6.450564	1.646011	77.469432	71.78021	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Elevated
1,332	5.176745	6.645048	2.709682	80.917769	77.672195	Lower Risk	High Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
1,156	4.144302	5.198322	1.630223	77.128591	75.283576	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Moderate
1,096	2.480399	5.149975	0.635378	84.090834	78.015959	Lower Risk	Low Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
541	2.321534	10.079199	6.450148	76.651315	85.358343	High Risk	Low Risk	Very High Risk	Relief / Saturation Regime	High Risk	Lower
886	2.956115	6.428745	2.950462	75.520358	89.900535	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
1,088	2.937176	5.038014	1.194409	76.098636	74.658945	Lower Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
731	3.577255	6.906746	0.917192	77.341006	79.217135	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
644	2.077521	5.65531	2.88221	83.892125	74.065184	High Risk	Low Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
577	2.111356	8.851221	2.577856	81.31749	87.65147	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
551	3.302249	4.996311	1.4256	72.941127	83.681648	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Lower
625	3.673136	2.818999	2.407625	77.801739	87.249795	High Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
847	4.24711	3.990824	3.043762	79.24655	85.746829	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
854	4.288756	11.524324	1.321914	75.16089	80.167013	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
1,387	5.206706	5.011987	1.336327	75.388628	73.38308	Lower Risk	High Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Moderate
589	4.830295	5.837544	1.079758	74.500374	87.092194	High Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
760	3.880802	2.404546	2.892622	84.374121	77.890344	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Moderate
904	3.242548	1.418041	2.474057	82.015932	77.393048	Lower Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Moderate
1,300	2.21935	8.433284	1.580678	80.84323	74.473407	Lower Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
438	2.320454	3.202715	2.366406	74.70272	80.649733	High Risk	Low Risk	Low Risk	Normal-to-Elevated	Mid Risk	Lower
589	3.464	5.511415	0.297265	77.956343	89.904654	High Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
450	2.175625	5.677933	1.058547	85.834881	81.024743	High Risk	Low Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
870	1.803123	3.77821	1.985819	84.554195	91.060488	Moderate Risk	Low Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
831	2.340086	5.784163	3.551829	81.726813	78.553361	Moderate Risk	Low Risk	High Risk	Critical Pressure	Mid Risk	Moderate
1,231	2.314284	4.270055	2.194142	82.108658	76.598204	Lower Risk	Low Risk	Mid Risk	Normal-to-Elevated	Low Risk	Moderate
585	4.487623	2.982949	2.551245	76.814406	81.929374	High Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Lower
813	4.604934	3.373229	1.521375	76.948003	78.725606	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate
529	7.265566	2.589029	1.460519	77.335986	86.498286	High Risk	High Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
806	3.946885	21.138326	1.572569	74.923316	72.112692	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Elevated
599	2.233524	4.700022	2.409825	75.263064	68.265512	High Risk	Low Risk	Mid Risk	Normal-to-Elevated	Mid Risk	High
738	2.161308	6.693775	1.940092	78.740902	84.387897	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
592	4.748434	7.647447	2.19344	82.255654	73.387445	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
607	3.210726	8.619352	2.202914	76.73519	77.244749	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
554	2.356305	7.498511	3.331426	75.492469	77.799746	High Risk	Low Risk	Very High Risk	Critical Pressure	High Risk	Moderate
754	3.867166	2.53111	1.386159	77.786149	78.619646	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Moderate
946	4.940324	5.10203	1.547905	75.698561	86.028212	Lower Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower
1,245	3.237114	10.323687	1.263799	77.117159	79.211724	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
468	3.055062	6.469762	2.873087	76.333144	67.51178	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	High
511	2.82151	6.233393	1.499592	78.333352	73.894853	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
1,064	0.192246	7.374386	1.414469	76.85519	81.590637	Lower Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
406	1.993786	7.23483	1.708606	75.616196	81.662624	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	High Risk	Lower
1,308	3.909643	5.075734	3.118173	84.384912	64.791484	Lower Risk	Mid Risk	Mid Risk	Critical Pressure	Low Risk	High
513	2.728893	17.482037	2.690156	78.565071	74.141253	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
386	2.768136	7.061249	3.534224	76.293265	74.917512	High Risk	Mid Risk	Very High Risk	Critical Pressure	High Risk	Moderate
590	2.949196	13.413022	1.941941	77.619632	88.418926	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
1,517	3.209246	4.541707	3.572762	77.515648	68.374073	Lower Risk	Mid Risk	Mid Risk	Critical Pressure	Low Risk	High
1,308	2.913188	3.904348	1.756672	74.668312	84.402815	Lower Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Lower
703	2.11612	17.681315	1.294609	77.476284	72.429039	High Risk	Low Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
599	2.138028	6.611762	3.482942	83.414345	84.859668	High Risk	Low Risk	Very High Risk	Critical Pressure	Mid Risk	Lower
905	3.987091	16.072936	1.425503	76.9846	75.242268	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	High Risk	Moderate
581	3.616853	6.159425	2.481667	80.370047	81.421679	High Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Lower
768	6.560669	5.83806	5.066999	76.772679	72.452034	Moderate Risk	High Risk	High Risk	Relief / Saturation Regime	High Risk	Moderate
705	3.488817	2.827105	1.843283	76.201485	80.232433	High Risk	Mid Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate
754	3.84055	6.982956	4.560809	75.00511	76.654357	Moderate Risk	Mid Risk	Very High Risk	Relief / Saturation Regime	High Risk	Moderate
987	2.844371	2.817747	3.988364	75.951234	77.248546	Lower Risk	Mid Risk	Low Risk	Relief / Saturation Regime	Mid Risk	Moderate
885	4.43742	2.12642	2.809902	85.112351	75.098132	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Moderate
760	4.908028	2.59457	1.74773	77.873482	118.371957	Moderate Risk	Mid Risk	Low Risk	Normal-to-Elevated	Low Risk	Lower
723	2.54328	7.627577	2.655265	80.863423	81.56292	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Lower
1,068	2.578689	4.262461	3.15913	77.870194	88.83394	Lower Risk	Mid Risk	Mid Risk	Critical Pressure	Low Risk	Lower
818	3.637169	7.286134	2.408687	83.819943	64.770081	Moderate Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	High
661	2.589186	8.001569	2.240261	85.102121	67.039686	High Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	High
496	2.243802	4.784863	3.104228	77.570076	77.061072	High Risk	Low Risk	Mid Risk	Critical Pressure	Low Risk	Moderate
1,142	3.814545	8.569634	0.997569	79.192546	77.597598	Lower Risk	Mid Risk	Very High Risk	Normal-to-Elevated	Mid Risk	Moderate
692	4.388338	5.776997	2.871171	80.33926	74.978786	High Risk	Mid Risk	High Risk	Normal-to-Elevated	Mid Risk	Moderate
409	2.336125	2.69307	3.494761	76.944127	79.621178	High Risk	Low Risk	Low Risk	Critical Pressure	Mid Risk	Moderate
658	4.192745	4.380608	1.467222	76.867471	84.927795	High Risk	Mid Risk	Mid Risk	Normal-to-Elevated	Mid Risk	Lower
500	1.878921	1.769025	1.512331	75.248915	72.621522	High Risk	Low Risk	Low Risk	Normal-to-Elevated	Mid Risk	Moderate
794	2.622902	5.564286	2.075083	75.565937	83.234485	Moderate Risk	Mid Risk	High Risk	Normal-to-Elevated	High Risk	Lower

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