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Age Prediction Group Analysis 11

Age Prediction Group Analysis 11. August 2, 2010 Brooke, Kyong , Robby, Tracy, Tommy, Jaideep. Outline. We perform more model building exercise. In this analysis, we further divide into more granular age ranges  Model 7 player level race gender class guild rank education employment

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Age Prediction Group Analysis 11

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  1. Age Prediction GroupAnalysis 11 August 2, 2010 Brooke, Kyong, Robby, Tracy, Tommy, Jaideep

  2. Outline • We perform more model building exercise. In this analysis, we further divide into more granular age ranges  Model 7 • player level • race • gender • class • guild rank • education • employment • number of characters per account • total number of hours playing EQ II (play1) • total number of PvP kills • Total number of PvP kills and Total number of play time were extracted from Nagafen server.

  3. Age Group Breakdown • Three age groups • Group 1: AGE <= 17 • Group 2: 18 <= AGE <= 22 • Group 3: 23 <= AGE <= 36 • Group 4: 37 <= AGE <= 45 • Group 5: 46 <= AGE <= 60 • Group 6: AGE >= 61

  4. Age Group Breakdown 2 • Three age groups • Group 1: AGE <= 17 • Group 2: 18 <= AGE <= 22 • Group 3: 23 <= AGE <= 27 • Group 4: 28<= AGE <= 36 • Group 5: 37<= AGE <= 45 • Group 6: AGE >= 46

  5. Model 7 Precision# correct results / # all returned results Recall# correct results / # all results that should have been returned F-Measureharmonic mean of Precision and Recall

  6. Model 7 F-Measureharmonic mean of Precision and Recall

  7. Appendix • Model 4 • Model 5 • Model 6

  8. Model 5 (PvP kills extracted from Nagafen) Precision# correct results / # all returned results Recall# correct results / # all results that should have been returned F-Measureharmonic mean of Precision and Recall

  9. Model 4 (PVP kills) Precision# correct results / # all returned results Recall# correct results / # all results that should have been returned F-Measureharmonic mean of Precision and Recall

  10. Model 6 Precision# correct results / # all returned results Recall# correct results / # all results that should have been returned F-Measureharmonic mean of Precision and Recall

  11. Model 6 F-Measureharmonic mean of Precision and Recall

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