Residual spread by group
Trips, mean residual, residual SD and MAE per pickup borough, pickup hour and borough x hour.
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| modelTEXT | group_typeTEXT | group_valueTEXT | tripsINTEGER | mean_residREAL | sd_residREAL | maeREAL |
|---|---|---|---|---|---|---|
| ols | borough | Brooklyn | 809938 | 7.377766777060791e-13 | 15.73812057634659 | 12.521536576124035 |
| ols | borough | Queens | 5067090 | 1.3338092527327478e-12 | 14.872054746624622 | 11.262401404226493 |
| ols | borough | Bronx | 98435 | 1.2543584430234905e-12 | 19.767196548909077 | 15.68886228809164 |
| ols | borough | Staten Island | 2403 | 1.832567481958717e-12 | 35.019838318348086 | 28.411523731523985 |
| ols | hour | 00 | 2225134 | 1.2970515065296e-12 | 7.529864437788089 | 5.47433869714634 |
| ols | hour | 01 | 1535656 | 1.3450403678591957e-12 | 7.2795913943848065 | 5.105811713933609 |
| ols | hour | 02 | 1057108 | 1.3253282384600141e-12 | 6.48931281722772 | 4.745888231636996 |
| ols | hour | 03 | 730959 | 1.3529242605985142e-12 | 6.555273393050512 | 4.746168753306315 |
| ols | hour | 04 | 559569 | 1.3192855574385279e-12 | 7.201981814233077 | 5.132576143015668 |
| ols | hour | 05 | 659561 | 1.3355403754228729e-12 | 7.240099432339971 | 4.960110665607076 |
| ols | hour | 06 | 1530278 | 1.3446517971723737e-12 | 7.344203769463551 | 4.937262250341142 |
| ols | hour | 07 | 2714956 | 1.2176615413818101e-12 | 8.500117353733893 | 5.825637318189073 |
| ols | hour | 08 | 3419619 | 1.3159447639478715e-12 | 9.12196960964856 | 6.607164593323545 |
| ols | hour | 09 | 3498978 | 1.3319299642789015e-12 | 8.970443815255118 | 6.643667261151545 |
| ols | hour | 10 | 3538450 | 1.3522611509124719e-12 | 8.666593842953626 | 6.412161132708516 |
| ols | hour | 11 | 3709877 | 1.2058241512539935e-12 | 8.75076136305643 | 6.48824187641522 |
| ols | hour | 12 | 3929624 | 1.2992718798233051e-12 | 8.745678089954364 | 6.5106122260847545 |
| ols | hour | 13 | 3961468 | 1.2511162065458827e-12 | 8.783155652814408 | 6.504647192003358 |
| ols | hour | 14 | 4160971 | 1.2062638421228145e-12 | 9.452143742714233 | 6.940264387418608 |
| ols | hour | 15 | 4169516 | 1.4343136661885125e-12 | 10.202165555203324 | 7.374464356305622 |
| ols | hour | 16 | 3908836 | 1.3013808932364486e-12 | 10.701354795305491 | 7.617240228389308 |
| ols | hour | 17 | 4441972 | 1.3844766969564324e-12 | 9.944780201143551 | 7.2292962650893315 |
| ols | hour | 18 | 4922560 | 1.302843825297427e-12 | 8.534023411385782 | 6.330473251938822 |
| ols | hour | 19 | 4666786 | 1.2948326536054862e-12 | 7.639423326942814 | 5.672651721378857 |
| ols | hour | 20 | 4275211 | 1.358214261837516e-12 | 7.323661526391499 | 5.423523073540148 |