Data Set EMWS1.REPORTER_DATASUM
Property | Value |
---|---|
Input Data Source | MYLIB.VIDEOGAMEDATAPRIMARYV2 |
Target Variable | score_phrase |
Event Level | GOOD |
Observations | 4571 |
Original Variables | 30 |
Selected Variables | 17 |
Property | Value |
---|---|
Input Data Source | MYLIB.VIDEOGAMEDATAPRIMARYV2 |
Target Variable | score_phrase |
Event Level | GOOD |
Observations | 4571 |
Original Variables | 30 |
Selected Variables | 17 |
Value | Count | Data Percentage |
---|---|---|
GOOD | 1574 | 0.68914 |
BAD | 710 | 0.31086 |
Role | Level | Original Count | Selected Input Count |
---|---|---|---|
Input | Interval | 17 | 14 |
Input | Nominal | 4 | 3 |
Rejected | Binary | 1 | 0 |
Rejected | Interval | 2 | 0 |
Rejected | Nominal | 5 | 0 |
Target | Binary | 1 | 0 |
Scorecard Points | Overall N | Overall % | score_phrase | |||||
---|---|---|---|---|---|---|---|---|
Bad | Good | |||||||
N | % | N | % | |||||
Critic_Count | 1: LOW - 8.5 | 0.00 | 182.00 | 7.97 | 108.00 | 15.21 | 74.00 | 4.70 |
2: 8.5 - 16.5 | 34.00 | 377.00 | 16.51 | 164.00 | 23.10 | 213.00 | 13.53 | |
3: 16.5 - 24.5 | 57.00 | 440.00 | 19.26 | 145.00 | 20.42 | 295.00 | 18.74 | |
4: 24.5 - 45.5 | 100.00 | 771.00 | 33.76 | 215.00 | 30.28 | 556.00 | 35.32 | |
5: 45.5 - HIGH | 129.00 | 514.00 | 22.50 | 78.00 | 10.99 | 436.00 | 27.70 | |
EUSalesCriticScore | 1: LOW - 67.568 | 0.00 | 248.00 | 10.86 | 126.00 | 17.75 | 122.00 | 7.75 |
2: 67.568 - 6260.593 | 17.00 | 1314.00 | 57.53 | 422.00 | 59.44 | 892.00 | 56.67 | |
3: 6260.593 - HIGH | 54.00 | 722.00 | 31.61 | 162.00 | 22.82 | 560.00 | 35.58 | |
Genre | ACTION | 0.00 | 540.00 | 23.64 | 217.00 | 30.56 | 323.00 | 20.52 |
ADVENTURE | 102.00 | 65.00 | 2.85 | 26.00 | 3.66 | 39.00 | 2.48 | |
FIGHTING | 72.00 | 103.00 | 4.51 | 26.00 | 3.66 | 77.00 | 4.89 | |
MISC | 43.00 | 118.00 | 5.17 | 47.00 | 6.62 | 71.00 | 4.51 | |
PLATFORM | 41.00 | 129.00 | 5.65 | 36.00 | 5.07 | 93.00 | 5.91 | |
PUZZLE | 113.00 | 41.00 | 1.80 | 12.00 | 1.69 | 29.00 | 1.84 | |
RACING | 35.00 | 171.00 | 7.49 | 63.00 | 8.87 | 108.00 | 6.86 | |
ROLE-PLAYING | 46.00 | 251.00 | 10.99 | 61.00 | 8.59 | 190.00 | 12.07 | |
SHOOTER | 22.00 | 305.00 | 13.35 | 97.00 | 13.66 | 208.00 | 13.21 | |
SIMULATION | 57.00 | 97.00 | 4.25 | 26.00 | 3.66 | 71.00 | 4.51 | |
SPORTS | 89.00 | 355.00 | 15.54 | 75.00 | 10.56 | 280.00 | 17.79 | |
STRATEGY | 32.00 | 109.00 | 4.77 | 24.00 | 3.38 | 85.00 | 5.40 | |
GlobalSalesCriticScore | 1: LOW - 727.513 | 8.00 | 48.00 | 2.10 | 9.00 | 1.27 | 39.00 | 2.48 |
2: 727.513 - 10090.909 | 0.00 | 905.00 | 39.62 | 362.00 | 50.99 | 543.00 | 34.50 | |
3: 10090.909 - 42554.348 | 13.00 | 891.00 | 39.01 | 258.00 | 36.34 | 633.00 | 40.22 | |
4: 42554.348 - HIGH | 23.00 | 440.00 | 19.26 | 81.00 | 11.41 | 359.00 | 22.81 | |
GlobalSalesUserScore | 1: LOW - 5553.443 | 9.00 | 773.00 | 33.84 | 197.00 | 27.75 | 576.00 | 36.59 |
2: 5553.443 - HIGH | 0.00 | 1511.00 | 66.16 | 513.00 | 72.25 | 998.00 | 63.41 | |
Global_Sales | 1: LOW - 0.385 | 0.00 | 1226.00 | 53.68 | 519.00 | 73.10 | 707.00 | 44.92 |
2: 0.385 - 1.385 | 21.00 | 703.00 | 30.78 | 159.00 | 22.39 | 544.00 | 34.56 | |
3: 1.385 - HIGH | 46.00 | 355.00 | 15.54 | 32.00 | 4.51 | 323.00 | 20.52 | |
JPSalesCriticScore | 1: LOW - 60.976 | 17.00 | 1612.00 | 70.58 | 571.00 | 80.42 | 1041.00 | 66.14 |
2: 60.976 - HIGH | 0.00 | 672.00 | 29.42 | 139.00 | 19.58 | 533.00 | 33.86 | |
JP_Sales | 1: LOW - 0.005 | 9.00 | 1612.00 | 70.58 | 571.00 | 80.42 | 1041.00 | 66.14 |
2: 0.005 - 0.085 | 0.00 | 360.00 | 15.76 | 96.00 | 13.52 | 264.00 | 16.77 | |
3: 0.085 - HIGH | 9.00 | 312.00 | 13.66 | 43.00 | 6.06 | 269.00 | 17.09 | |
NASalesCriticScore | 1: LOW - 7302.495 | 0.00 | 1192.00 | 52.19 | 428.00 | 60.28 | 764.00 | 48.54 |
2: 7302.495 - HIGH | 6.00 | 1092.00 | 47.81 | 282.00 | 39.72 | 810.00 | 51.46 | |
NASalesUserScore | 1: LOW - 3445.409 | 14.00 | 875.00 | 38.31 | 218.00 | 30.70 | 657.00 | 41.74 |
2: 3445.409 - HIGH | 0.00 | 1409.00 | 61.69 | 492.00 | 69.30 | 917.00 | 58.26 | |
NA_Sales | 1: LOW - 0.225 | 0.00 | 1312.00 | 57.44 | 532.00 | 74.93 | 780.00 | 49.56 |
2: 0.225 - 0.555 | 23.00 | 501.00 | 21.94 | 128.00 | 18.03 | 373.00 | 23.70 | |
3: 0.555 - HIGH | 59.00 | 471.00 | 20.62 | 50.00 | 7.04 | 421.00 | 26.75 | |
Other_Sales | 1: LOW - 0.045 | 0.00 | 1405.00 | 61.51 | 541.00 | 76.20 | 864.00 | 54.89 |
2: 0.045 - HIGH | 12.00 | 879.00 | 38.49 | 169.00 | 23.80 | 710.00 | 45.11 | |
Platform | 3DS | 60.00 | 30.00 | 1.31 | 9.00 | 1.27 | 21.00 | 1.33 |
DS | 90.00 | 202.00 | 8.84 | 65.00 | 9.15 | 137.00 | 8.70 | |
GBA | 29.00 | 90.00 | 3.94 | 28.00 | 3.94 | 62.00 | 3.94 | |
PC | 91.00 | 266.00 | 11.65 | 48.00 | 6.76 | 218.00 | 13.85 | |
PS | 55.00 | 56.00 | 2.45 | 11.00 | 1.55 | 45.00 | 2.86 | |
PS2 | 13.00 | 460.00 | 20.14 | 149.00 | 20.99 | 311.00 | 19.76 | |
PS3 | 27.00 | 286.00 | 12.52 | 92.00 | 12.96 | 194.00 | 12.33 | |
PS4 | 102.00 | 56.00 | 2.45 | 19.00 | 2.68 | 37.00 | 2.35 | |
WII | 27.00 | 176.00 | 7.71 | 83.00 | 11.69 | 93.00 | 5.91 | |
WIIU | 93.00 | 23.00 | 1.01 | 4.00 | 0.56 | 19.00 | 1.21 | |
X360 | 0.00 | 353.00 | 15.46 | 130.00 | 18.31 | 223.00 | 14.17 | |
XB | 53.00 | 249.00 | 10.90 | 66.00 | 9.30 | 183.00 | 11.63 | |
XONE | 101.00 | 37.00 | 1.62 | 6.00 | 0.85 | 31.00 | 1.97 | |
Release_Month | 1 | 0.00 | 78.00 | 3.42 | 33.00 | 4.65 | 45.00 | 2.86 |
10 | 21.00 | 367.00 | 16.07 | 114.00 | 16.06 | 253.00 | 16.07 | |
11 | 42.00 | 382.00 | 16.73 | 116.00 | 16.34 | 266.00 | 16.90 | |
12 | 22.00 | 124.00 | 5.43 | 50.00 | 7.04 | 74.00 | 4.70 | |
2 | 50.00 | 179.00 | 7.84 | 52.00 | 7.32 | 127.00 | 8.07 | |
3 | 38.00 | 206.00 | 9.02 | 66.00 | 9.30 | 140.00 | 8.89 | |
4 | 55.00 | 113.00 | 4.95 | 38.00 | 5.35 | 75.00 | 4.76 | |
5 | 22.00 | 142.00 | 6.22 | 47.00 | 6.62 | 95.00 | 6.04 | |
6 | 26.00 | 165.00 | 7.22 | 65.00 | 9.15 | 100.00 | 6.35 | |
7 | 25.00 | 103.00 | 4.51 | 36.00 | 5.07 | 67.00 | 4.26 | |
8 | 38.00 | 147.00 | 6.44 | 39.00 | 5.49 | 108.00 | 6.86 | |
9 | 92.00 | 278.00 | 12.17 | 54.00 | 7.61 | 224.00 | 14.23 | |
Release_Year | 1: LOW - 2006.5 | 33.00 | 967.00 | 42.34 | 270.00 | 38.03 | 697.00 | 44.28 |
2: 2006.5 - 2011.5 | 3.00 | 987.00 | 43.21 | 365.00 | 51.41 | 622.00 | 39.52 | |
3: 2011.5 - HIGH | 0.00 | 330.00 | 14.45 | 75.00 | 10.56 | 255.00 | 16.20 | |
User_Count | 1: LOW - 20.5 | 0.00 | 884.00 | 38.70 | 412.00 | 58.03 | 472.00 | 29.99 |
2: 20.5 - 121.5 | 25.00 | 851.00 | 37.26 | 227.00 | 31.97 | 624.00 | 39.64 | |
3: 121.5 - HIGH | 60.00 | 549.00 | 24.04 | 71.00 | 10.00 | 478.00 | 30.37 | |
User_Score | 1: LOW - 5.35 | 0.00 | 235.00 | 10.29 | 166.00 | 23.38 | 69.00 | 4.38 |
2: 5.35 - 6.35 | 44.00 | 265.00 | 11.60 | 145.00 | 20.42 | 120.00 | 7.62 | |
3: 6.35 - 7.15 | 90.00 | 353.00 | 15.46 | 147.00 | 20.70 | 206.00 | 13.09 | |
4: 7.15 - 8.35 | 169.00 | 944.00 | 41.33 | 201.00 | 28.31 | 743.00 | 47.20 | |
5: 8.35 - HIGH | 222.00 | 487.00 | 21.32 | 51.00 | 7.18 | 436.00 | 27.70 |
Data Role | ||||
---|---|---|---|---|
TRAIN | VALIDATE | |||
Predicted | Predicted | |||
BAD | GOOD | BAD | GOOD | |
Target | 56.76 | 43.24 | 57.30 | 42.70 |
BAD | ||||
GOOD | 9.47 | 90.53 | 10.16 | 89.84 |
Statistic | Train | Validation |
---|---|---|
Akaike's Information Criterion | 2362.1547 | . |
Schwarz's Bayesian Criterion | 3485.9567 | . |
Average Squared Error | 0.1399 | 0.1397 |
Maximum Absolute Error | 0.9705 | 0.9872 |
Sum of Frequencies | 2284.0000 | 2287.0000 |
Root Average Square Error | 0.3740 | 0.3737 |
Sum of Square Errors | 639.0056 | 638.8962 |
Mean Squared Error | 0.1530 | 0.1397 |
Root Mean Squared Error | 0.3912 | 0.3737 |
Average Error Function | 0.4313 | 0.4300 |
Misclassification Rate | 0.1996 | 0.2029 |
Roc Index | 0.8510 | 0.8550 |
Gini Coefficient | 0.7020 | 0.7110 |
Kolmogorov-Smirnov Statistic | 0.5400 | 0.5570 |
Kolmogorov-Smirnov Probability Cutoff | 0.7000 | . |
Lift at 10% | 1.4384 | 1.4393 |
Cumulative Lift at 10% | 1.4447 | 1.4394 |
Captured Response at 10% | 7.1792 | 7.1746 |
Cumulative % Captured Response at 10% | 14.4854 | 14.4127 |
Selected Model | Model Node | Model Description | Target Label | Train: Akaike's Information Criterion | Train: Lift | Valid: Lift |
---|---|---|---|---|---|---|
Y | Neural | Neural Network | score_phrase | 2362.15 | 1.43835 | 1.43933 |
Ensmbl | Ensemble_Champion | score_phrase | . | 1.45108 | 1.45206 | |
Reg5 | Stepwise | score_phrase | 2106.74 | 1.43835 | 1.42659 | |
Reg2 | Forwards | score_phrase | 2112.94 | 1.42562 | 1.40111 |
Property | Value |
---|---|
Name | RPM |
Diagram | RPM1 - score_phrase |
Path | /saswork/SAS_workA7DD000033A5_odaws04-prod-us/SAS_work4AED000033A5_odaws04-prod-us./iwickram0/RPM |
Date Created | 25Mar2017:20:40:53 |