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MultipleReg.txt
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MultipleReg.txt
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MODELYEAR MAKE MODEL VEHICLECLASS ENGINESIZE CYLINDERS TRANSMISSION FUELTYPE FUELCONSUMPTION_CITY FUELCONSUMPTION_HWY FUELCONSUMPTION_COMB FUELCONSUMPTION_COMB_MPG CO2EMISSIONS
0 2014 ACURA ILX COMPACT 2.0 4 AS5 Z 9.9 6.7 8.5 33 196
1 2014 ACURA ILX COMPACT 2.4 4 M6 Z 11.2 7.7 9.6 29 221
2 2014 ACURA ILX HYBRID COMPACT 1.5 4 AV7 Z 6.0 5.8 5.9 48 136
3 2014 ACURA MDX 4WD SUV - SMALL 3.5 6 AS6 Z 12.7 9.1 11.1 25 255
4 2014 ACURA RDX AWD SUV - SMALL 3.5 6 AS6 Z 12.1 8.7 10.6 27 244
MODELYEAR ENGINESIZE CYLINDERS FUELCONSUMPTION_CITY FUELCONSUMPTION_HWY FUELCONSUMPTION_COMB FUELCONSUMPTION_COMB_MPG CO2EMISSIONS
count 1067.0 1067.000000 1067.000000 1067.000000 1067.000000 1067.000000 1067.000000 1067.000000
mean 2014.0 3.346298 5.794752 13.296532 9.474602 11.580881 26.441425 256.228679
std 0.0 1.415895 1.797447 4.101253 2.794510 3.485595 7.468702 63.372304
min 2014.0 1.000000 3.000000 4.600000 4.900000 4.700000 11.000000 108.000000
25% 2014.0 2.000000 4.000000 10.250000 7.500000 9.000000 21.000000 207.000000
50% 2014.0 3.400000 6.000000 12.600000 8.800000 10.900000 26.000000 251.000000
75% 2014.0 4.300000 8.000000 15.550000 10.850000 13.350000 31.000000 294.000000
max 2014.0 8.400000 12.000000 30.200000 20.500000 25.800000 60.000000 488.000000
ENGINESIZE CYLINDERS FUELCONSUMPTION_CITY FUELCONSUMPTION_HWY FUELCONSUMPTION_COMB CO2EMISSIONS
0 2.0 4 9.9 6.7 8.5 196
1 2.4 4 11.2 7.7 9.6 221
2 1.5 4 6.0 5.8 5.9 136
3 3.5 6 12.7 9.1 11.1 255
4 3.5 6 12.1 8.7 10.6 244
5 3.5 6 11.9 7.7 10.0 230
6 3.5 6 11.8 8.1 10.1 232
7 3.7 6 12.8 9.0 11.1 255
8 3.7 6 13.4 9.5 11.6 267
Coefficients: [[10.15197089 7.56479951 9.95495571]]
Intercept: [63.19968499]
Residual Sum of squares: 547.51
Variance score: 0.87