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Unformatted text preview: k_6 DayofWeek_7 HourofDay_6 Output options chosen Summary report of scoring on training data Detailed report of scoring on training data Summary report of scoring on validation data Detailed report of scoring on validation data Lift charts on validation data The Regression Model Input variables Constant term Num DayofWeek_1 DayofWeek_2 DayofWeek_3 DayofWeek_5 DayofWeek_6 DayofWeek_7 HourofDay_6 HourofDay_7 HourofDay_8 HourofDay_9 HourofDay_10 HourofDay_12 HourofDay_13 HourofDay_14 HourofDay_15 HourofDay_16 HourofDay_17 HourofDay_18 HourofDay_19 HourofDay_20 HourofDay_21 HourofDay_22 Saturday_6 Saturday_7 Saturday_8 Saturday_9 Saturday_10 Saturday_12 Saturday_13 Saturday_14 Saturday_15 Saturday_16 Saturday_17 Saturday_18 Saturday_19 Saturday_20 Saturday_21 Saturday_22 Sunday_6 Sunday_7 Sunday_8 Sunday_9 Sunday_10 Sunday_12 Sunday_13 Sunday_14 Sunday_15 Sunday_16 Sunday_17 Sunday_18 Sunday_19 Sunday_20 Sunday_21 Sunday_22 Coefficient 30.59015465 0.00031043 -29.63775253 6.01332617 1.71003366 -1.03542972 -2.37244701 -25.86819458 -29.41910172 -23.94503212 -15.72127438 -12.24751663 -7.57375813 10.77375889 16.14751625 10.94627476 2.34503341 0.44379169 13.59255028 44.41630936 36.66506577 11.81382465 -10.81241703 -25.88819313 25.55000114 20.57500076 13.22500038 10.625 6.57500029 -8.27499962 -10.52499962 -8.07499981 -0.59999961 -1.82499957 -14.72499943 -45.67499924 -39.42499924 -15.07499981 7.42500019 21 28.30000114 22.82500076 14.72500038 11.5 7.07500029 -10.39999962 -15.64999962 -10.82499981 -1.84999955 0.1750004 -13.22499943 -44.17499924 -35.54999924 -11.32499981 10.55000019 24.75 Training Data scoring - Summary Report Total sum of squared errors RMS Error Average Error 52450.9658185 7.7115637334 -2.218311E-006 Validation Data scoring - Summary Report Total sum of squared errors RMS Error Average Error 32529.0178662 8.5884774713 0.5327435748 Elapsed Time Overall (secs) 6.00 Std. Error 1.458601 0.00121685 3.16578603 1.07464492 1.00688279 1.00688279 1.01560032 3.15928173 2.18243694 1.7819587 1.7819...
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This note was uploaded on 02/07/2014 for the course BADM 453 taught by Professor Gebauer during the Spring '08 term at University of Illinois, Urbana Champaign.

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