Data Set EMWS3.REPORTER_DATASUM
| Property | Value |
|---|---|
| Input Data Source | MYLIB.FINALHOTEL |
| Target Variable | Rating |
| Observations | 1036 |
| Original Variables | 37 |
| Selected Variables | 3 |
Results: Rapid Predictive Modeler 1
The PRINT Procedure
The PRINT Procedure
Data Set EMWS3.REPORTER_TARGETSUM
| Statistic | Value |
|---|---|
| Number of Observations | 200 |
| Minimum | 1.7 |
| Maximum | 5 |
| Mean | 3.638 |
| Standard Deviation | 0.7598307138 |
The PRINT Procedure
Data Set EMWS3.REPORTER_VARSUM
| Role | Level | Original Count | Selected Input Count |
|---|---|---|---|
| Input | Interval | 4 | 3 |
| Rejected | Binary | 19 | 0 |
| Rejected | Nominal | 9 | 0 |
| Rejected | Unary | 4 | 0 |
| Target | Interval | 1 | 0 |
The SGRENDER Procedure
The SGRender Procedure
The SGRENDER Procedure
The SGRender Procedure
The SGRENDER Procedure
The SGRender Procedure
The TABULATE Procedure
Cross-tabular summary report
Table 1
| Scorecard Points | ||
|---|---|---|
| Average Price Per Night | 1: LOW - 26.5 | 0.00 |
| 2: 26.5 - 67.5 | 47.00 | |
| 3: 67.5 - 94.5 | 94.00 | |
| 4: 94.5 - 112 | 103.00 | |
| 5: 112 - 239.5 | 240.00 | |
| 6: 239.5 - HIGH | 265.00 | |
| New total price per night | 1: LOW - 21.5 | 582.00 |
| 2: 21.5 - 64.5 | 0.00 | |
| 3: 64.5 - 117 | 27.00 | |
| 4: 117 - 125.5 | 343.00 | |
| 5: 125.5 - 199.5 | 335.00 | |
| 6: 199.5 - 249.5 | 330.00 | |
| 7: 249.5 - HIGH | 398.00 | |
| # of Reviews | 1: LOW - 105 | 110.00 |
| 2: 105 - 357 | 0.00 | |
| 3: 357 - HIGH | 153.00 | |
The PRINT Procedure
Data Set EMWS3.REPORTER_REPORTFIT
| Statistic | Train | Validation |
|---|---|---|
| Sum of Frequencies | 117.0000 | 83.0000 |
| Maximum Absolute Error | 1.2957 | 2.4957 |
| Sum of Square Errors | 20.0433 | 32.7600 |
| Average Squared Error | 0.1713 | 0.3947 |
| Root Average Square Error | 0.4139 | 0.6283 |
The PRINT Procedure
Data Set EMWS3.REPORTER_COMPAREMDL
| Selected Model | Model Node | Model Description | Target Label | Train: Average Squared Error | Valid: Average Squared Error |
|---|---|---|---|---|---|
| Y | Tree3 | Decision Tree (3) | Rating | 0.17131 | 0.39470 |
| Ensmbl | Ensemble_Champion | Rating | 0.16450 | 0.40218 | |
| Reg | Main Effects Regression | Rating | 0.16280 | 0.42093 | |
| Reg2 | Forwards | Rating | 0.18742 | 0.42634 |
The PRINT Procedure
Data Set EMWS3.REPORTER_PROJINFO
| Property | Value |
|---|---|
| Name | RPM |
| Diagram | RPM3 - Rating |
| Path | /saswork/SAS_work2E610000B240_odaws03-prod-us/SAS_work837A0000B240_odaws03-prod-us./ashleypabrazins0/RPM |
| Date Created | 21Apr2016:18:18:17 |