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  1. 09-10-30 20:50:30 INFO : Main : Arguments: -dir z:\doubleding -predictorType CLICK_IMPRESSION -probeOn customer-id -min1Outcomes 0 -limitClickHistoryToAlg sensearray -minSerializeInterval 600 -forceRetrain -detailGammaDebug
  2. 09-10-30 20:50:30 INFO : Main : Loaded exclude tags : []
  3. 09-10-30 20:50:31 INFO : Main : Identified item key: offer-id
  4. 09-10-30 20:50:31 INFO : Main : Running in Master mode
  5. 09-10-30 20:50:31 INFO : Main : Deserializing Predictor from z:\doubleding\predictor.dat
  6. 09-10-30 20:50:32 INFO : Main : Starting API listening on port 9998
  7. 09-10-30 20:50:32 INFO : ClickImpressionPredictorTrainer : Starting training...
  8. 09-10-30 20:50:32 INFO : ClickImpressionPredictorTrainer : last clickCF train Fri Oct 30 20:44:28 GMT 2009 ,last convCF train : Fri Oct 30 20:44:28 GMT 2009
  9. 09-10-30 20:50:32 INFO : ClickImpressionPredictorTrainer : Retraining conv predictor
  10. 09-10-30 20:50:32 INFO : GammaPredictor : Initial mean and tag survey
  11. 09-10-30 20:50:32 INFO : ApiListener : Starting ApiListener...
  12. 30-Oct-2009 20:50:32 com.noelios.restlet.ext.simple.SimpleServerHelper start
  13. INFO: Starting the Simple server
  14. 09-10-30 20:50:33 INFO : GammaPredictor : Identified 49 test key sets
  15. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-within6Months,offer-id] -> RMSE: 0.3143117004751027
  16. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time-within6Months,offer-id] - true
  17. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[page-1] -> RMSE: 0.3195874142790227
  18. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[page-1] - true
  19. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[network] -> RMSE: 0.31916523966017285
  20. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[network] - true
  21. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[country] -> RMSE: 0.3129357448516623
  22. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[country] - true
  23. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-hourOfDay] -> RMSE: 0.3199231730968804
  24. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-hourOfDay] - true
  25. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-dayOfWeek,offer-id] -> RMSE: 0.3143117004751027
  26. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time-dayOfWeek,offer-id] - true
  27. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[browser,offer-id] -> RMSE: 0.31624656815484564
  28. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[browser,offer-id] - true
  29. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-dayOfMonth] -> RMSE: 0.31894887500550095
  30. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-dayOfMonth] - true
  31. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[offer-id] -> RMSE: 0.3143117004751027
  32. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[offer-id] - true
  33. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[slot] -> RMSE: 0.31827451751390357
  34. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 3 : Delta-[page] : Delta-[slot] - true
  35. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-monthOfYear,offer-id] -> RMSE: 0.3143117004751027
  36. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time-monthOfYear,offer-id] - true
  37. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-dayOfMonth,offer-id] -> RMSE: 0.3143117004751027
  38. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[date-time-dayOfMonth] : Delta-[date-time-dayOfMonth,offer-id] - true
  39. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-year] -> RMSE: 0.3191596847593655
  40. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-year] - true
  41. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[gender,offer-id] -> RMSE: 0.3173845017049219
  42. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[gender,offer-id] - true
  43. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-withinWeek] -> RMSE: 0.3191596847593655
  44. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-withinWeek] - true
  45. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time] -> RMSE: 0.3192476077667206
  46. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[date-time-hourOfDay] : Delta-[date-time] - true
  47. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[page-2] -> RMSE: 0.3184009644272865
  48. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[page-1] : Delta-[page-2] - true
  49. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-year,offer-id] -> RMSE: 0.3143117004751027
  50. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time-year,offer-id] - true
  51. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[slot,offer-id] -> RMSE: 0.31663378981184936
  52. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[slot,offer-id] - true
  53. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-monthOfYear] -> RMSE: 0.3191596847593655
  54. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-monthOfYear] - true
  55. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[page,offer-id] -> RMSE: 0.31730897388994744
  56. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[page,offer-id] - true
  57. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-yearMonth] -> RMSE: 0.3191596847593655
  58. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-yearMonth] - true
  59. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[gender] -> RMSE: 0.31939378942344077
  60. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[gender] - true
  61. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[application,offer-id] -> RMSE: 0.31570141213479386
  62. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[application,offer-id] - true
  63. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[offer-id,country] -> RMSE: 0.3158932553062769
  64. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[country] : Delta-[offer-id,country] - true
  65. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-dayOfWeek] -> RMSE: 0.31894887500550095
  66. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-dayOfWeek] - true
  67. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[offer-id,network] -> RMSE: 0.31451637108763586
  68. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[network] : Delta-[offer-id,network] - true
  69. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[customer-id,offer-id] -> RMSE: 0.31915968475936496
  70. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[customer-id,offer-id] - true
  71. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[ip-address,offer-id] -> RMSE: 0.31916527736255695
  72. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[ip-address,offer-id] - true
  73. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-within6Months] -> RMSE: 0.3191596847593655
  74. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-within6Months] - true
  75. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[ip-address] -> RMSE: 0.3191279350597398
  76. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[ip-address] - true
  77. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[age] -> RMSE: 0.3200595640693538
  78. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[age] - true
  79. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[age,offer-id] -> RMSE: 0.31894578940393314
  80. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[age,offer-id] - true
  81. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-withinMonth,offer-id] -> RMSE: 0.3143117004751027
  82. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time-withinMonth,offer-id] - true
  83. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-hourOfDay,offer-id] -> RMSE: 0.3165858463362863
  84. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[date-time-hourOfDay] : Delta-[date-time-hourOfDay,offer-id] - true
  85. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[page] -> RMSE: 0.31772223938816
  86. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 2 : Delta-[page-1] : Delta-[page] - true
  87. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[browser] -> RMSE: 0.31956808684931687
  88. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[browser] - true
  89. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[page-2,offer-id] -> RMSE: 0.31736218174844216
  90. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[page-2,offer-id] - true
  91. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[offer-id-1] -> RMSE: 0.3140868595446724
  92. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[offer-id-1] - true
  93. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time,offer-id] -> RMSE: 0.3191587550089058
  94. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time,offer-id] - true
  95. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[age-1,offer-id] -> RMSE: 0.3188125758239877
  96. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[age-1,offer-id] - true
  97. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[offer-id,date-time-withinWeek] -> RMSE: 0.3143117004751027
  98. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[offer-id,date-time-withinWeek] - true
  99. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[age-1] -> RMSE: 0.31950183184663616
  100. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[age-1] - true
  101. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-yearMonth,offer-id] -> RMSE: 0.3143117004751027
  102. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[date-time-yearMonth,offer-id] - true
  103. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[application] -> RMSE: 0.3192201838241766
  104. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[application] - true
  105. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[customer-id] -> RMSE: 0.31915968475936496
  106. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[customer-id] - true
  107. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[offer-id-1,offer-id] -> RMSE: 0.3143117004751027
  108. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[offer-id] : Delta-[offer-id-1,offer-id] - true
  109. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[date-time-withinMonth] -> RMSE: 0.3191596847593655
  110. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 1 : Delta-[slot] : Delta-[date-time-withinMonth] - true
  111. 09-10-30 20:50:38 INFO : GammaPredictor : DEBUG: Delta-[page-1,offer-id] -> RMSE: 0.31687309364856636
  112. 09-10-30 20:50:38 INFO : GammaPredictor : Should Prioritize 4 : Delta-[page-1] : Delta-[page-1,offer-id] - true
  113. 09-10-30 20:50:38 INFO : GammaPredictor : Update complete
  114. 09-10-30 20:50:38 INFO : ClickImpressionPredictorTrainer : Conv predictor retraining complete
  115. 09-10-30 20:50:38 INFO : ClickImpressionPredictorTrainer : Click predictor update completed
  116. 09-10-30 20:50:38 INFO : ClickImpressionPredictorTrainer : Retraining click predictor
  117. 09-10-30 20:50:38 INFO : GammaPredictor : Initial mean and tag survey
  118. 09-10-30 20:50:38 INFO : GammaPredictor : Identified 0 test key sets
  119. 09-10-30 20:50:38 INFO : GammaPredictor : Update complete
  120. 09-10-30 20:50:38 INFO : DirectoryTextImpressionStream : Updating from mark
  121. 09-10-30 20:50:38 INFO : ClickImpressionPredictorTrainer : Click predictor retrain completed
  122. 09-10-30 20:50:38 ERROR : GammaPredictor : Pivot offer-id not found or ineligable
  123. 09-10-30 20:50:39 INFO : ClickImpressionPredictorTrainer : Updating click predictor
  124. 09-10-30 20:50:39 INFO : ClickImpressionPredictorTrainer : Click predictor update completed
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