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  1. Fitting 3 folds for each of 60 candidates, totalling 180 fits
  2. [CV] max_depth=1, min_child_weight=1, n_estimators=50 ................
  3. [CV] max_depth=1, min_child_weight=1, n_estimators=50, score=0.7477603583426652, total= 11.1s
  4. [CV] max_depth=1, min_child_weight=1, n_estimators=50 ................
  5. [Parallel(n_jobs=1)]: Done 1 out of 1 | elapsed: 11.4s remaining: 0.0s
  6. [CV] max_depth=1, min_child_weight=1, n_estimators=50, score=0.74772504549909, total= 11.3s
  7. [CV] max_depth=1, min_child_weight=1, n_estimators=50 ................
  8. [Parallel(n_jobs=1)]: Done 2 out of 2 | elapsed: 23.1s remaining: 0.0s
  9. [CV] max_depth=1, min_child_weight=1, n_estimators=50, score=0.7477773888694436, total= 11.2s
  10. [CV] max_depth=1, min_child_weight=1, n_estimators=100 ...............
  11. [Parallel(n_jobs=1)]: Done 3 out of 3 | elapsed: 34.8s remaining: 0.0s
  12. [CV] max_depth=1, min_child_weight=1, n_estimators=100, score=0.7477603583426652, total= 21.4s
  13. [CV] max_depth=1, min_child_weight=1, n_estimators=100 ...............
  14. [Parallel(n_jobs=1)]: Done 4 out of 4 | elapsed: 56.8s remaining: 0.0s
  15. [CV] max_depth=1, min_child_weight=1, n_estimators=100, score=0.74772504549909, total= 21.3s
  16. [CV] max_depth=1, min_child_weight=1, n_estimators=100 ...............
  17. [Parallel(n_jobs=1)]: Done 5 out of 5 | elapsed: 1.3min remaining: 0.0s
  18. [CV] max_depth=1, min_child_weight=1, n_estimators=100, score=0.7477773888694436, total= 21.0s
  19. [CV] max_depth=1, min_child_weight=1, n_estimators=200 ...............
  20. [Parallel(n_jobs=1)]: Done 6 out of 6 | elapsed: 1.7min remaining: 0.0s
  21. [CV] max_depth=1, min_child_weight=1, n_estimators=200, score=0.7477603583426652, total= 41.3s
  22. [CV] max_depth=1, min_child_weight=1, n_estimators=200 ...............
  23. [Parallel(n_jobs=1)]: Done 7 out of 7 | elapsed: 2.4min remaining: 0.0s
  24. [CV] max_depth=1, min_child_weight=1, n_estimators=200, score=0.74772504549909, total= 41.1s
  25. [CV] max_depth=1, min_child_weight=1, n_estimators=200 ...............
  26. [Parallel(n_jobs=1)]: Done 8 out of 8 | elapsed: 3.1min remaining: 0.0s
  27. [CV] max_depth=1, min_child_weight=1, n_estimators=200, score=0.7477773888694436, total= 41.1s
  28. [CV] max_depth=1, min_child_weight=1, n_estimators=500 ...............
  29. [Parallel(n_jobs=1)]: Done 9 out of 9 | elapsed: 3.7min remaining: 0.0s
  30. [CV] max_depth=1, min_child_weight=1, n_estimators=500, score=0.7477603583426652, total= 1.7min
  31. [CV] max_depth=1, min_child_weight=1, n_estimators=500 ...............
  32. [CV] max_depth=1, min_child_weight=1, n_estimators=500, score=0.74772504549909, total= 1.8min
  33. [CV] max_depth=1, min_child_weight=1, n_estimators=500 ...............
  34. [CV] max_depth=1, min_child_weight=1, n_estimators=500, score=0.7477773888694436, total= 1.7min
  35. [CV] max_depth=1, min_child_weight=1, n_estimators=1000 ..............
  36. [CV] max_depth=1, min_child_weight=1, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  37. [CV] max_depth=1, min_child_weight=1, n_estimators=1000 ..............
  38. [CV] max_depth=1, min_child_weight=1, n_estimators=1000, score=0.74772504549909, total= 3.4min
  39. [CV] max_depth=1, min_child_weight=1, n_estimators=1000 ..............
  40. [CV] max_depth=1, min_child_weight=1, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  41. [CV] max_depth=1, min_child_weight=3, n_estimators=50 ................
  42. [CV] max_depth=1, min_child_weight=3, n_estimators=50, score=0.7477603583426652, total= 11.0s
  43. [CV] max_depth=1, min_child_weight=3, n_estimators=50 ................
  44. [CV] max_depth=1, min_child_weight=3, n_estimators=50, score=0.74772504549909, total= 11.0s
  45. [CV] max_depth=1, min_child_weight=3, n_estimators=50 ................
  46. [CV] max_depth=1, min_child_weight=3, n_estimators=50, score=0.7477773888694436, total= 10.9s
  47. [CV] max_depth=1, min_child_weight=3, n_estimators=100 ...............
  48. [CV] max_depth=1, min_child_weight=3, n_estimators=100, score=0.7477603583426652, total= 21.4s
  49. [CV] max_depth=1, min_child_weight=3, n_estimators=100 ...............
  50. [CV] max_depth=1, min_child_weight=3, n_estimators=100, score=0.74772504549909, total= 21.0s
  51. [CV] max_depth=1, min_child_weight=3, n_estimators=100 ...............
  52. [CV] max_depth=1, min_child_weight=3, n_estimators=100, score=0.7477773888694436, total= 21.0s
  53. [CV] max_depth=1, min_child_weight=3, n_estimators=200 ...............
  54. [CV] max_depth=1, min_child_weight=3, n_estimators=200, score=0.7477603583426652, total= 41.0s
  55. [CV] max_depth=1, min_child_weight=3, n_estimators=200 ...............
  56. [CV] max_depth=1, min_child_weight=3, n_estimators=200, score=0.74772504549909, total= 41.2s
  57. [CV] max_depth=1, min_child_weight=3, n_estimators=200 ...............
  58. [CV] max_depth=1, min_child_weight=3, n_estimators=200, score=0.7477773888694436, total= 41.0s
  59. [CV] max_depth=1, min_child_weight=3, n_estimators=500 ...............
  60. [CV] max_depth=1, min_child_weight=3, n_estimators=500, score=0.7477603583426652, total= 1.7min
  61. [CV] max_depth=1, min_child_weight=3, n_estimators=500 ...............
  62. [CV] max_depth=1, min_child_weight=3, n_estimators=500, score=0.74772504549909, total= 1.7min
  63. [CV] max_depth=1, min_child_weight=3, n_estimators=500 ...............
  64. [CV] max_depth=1, min_child_weight=3, n_estimators=500, score=0.7477773888694436, total= 1.7min
  65. [CV] max_depth=1, min_child_weight=3, n_estimators=1000 ..............
  66. [CV] max_depth=1, min_child_weight=3, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  67. [CV] max_depth=1, min_child_weight=3, n_estimators=1000 ..............
  68. [CV] max_depth=1, min_child_weight=3, n_estimators=1000, score=0.74772504549909, total= 3.4min
  69. [CV] max_depth=1, min_child_weight=3, n_estimators=1000 ..............
  70. [CV] max_depth=1, min_child_weight=3, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  71. [CV] max_depth=1, min_child_weight=5, n_estimators=50 ................
  72. [CV] max_depth=1, min_child_weight=5, n_estimators=50, score=0.7477603583426652, total= 11.0s
  73. [CV] max_depth=1, min_child_weight=5, n_estimators=50 ................
  74. [CV] max_depth=1, min_child_weight=5, n_estimators=50, score=0.74772504549909, total= 11.0s
  75. [CV] max_depth=1, min_child_weight=5, n_estimators=50 ................
  76. [CV] max_depth=1, min_child_weight=5, n_estimators=50, score=0.7477773888694436, total= 10.9s
  77. [CV] max_depth=1, min_child_weight=5, n_estimators=100 ...............
  78. [CV] max_depth=1, min_child_weight=5, n_estimators=100, score=0.7477603583426652, total= 20.9s
  79. [CV] max_depth=1, min_child_weight=5, n_estimators=100 ...............
  80. [CV] max_depth=1, min_child_weight=5, n_estimators=100, score=0.74772504549909, total= 21.0s
  81. [CV] max_depth=1, min_child_weight=5, n_estimators=100 ...............
  82. [CV] max_depth=1, min_child_weight=5, n_estimators=100, score=0.7477773888694436, total= 21.0s
  83. [CV] max_depth=1, min_child_weight=5, n_estimators=200 ...............
  84. [CV] max_depth=1, min_child_weight=5, n_estimators=200, score=0.7477603583426652, total= 41.4s
  85. [CV] max_depth=1, min_child_weight=5, n_estimators=200 ...............
  86. [CV] max_depth=1, min_child_weight=5, n_estimators=200, score=0.74772504549909, total= 41.0s
  87. [CV] max_depth=1, min_child_weight=5, n_estimators=200 ...............
  88. [CV] max_depth=1, min_child_weight=5, n_estimators=200, score=0.7477773888694436, total= 41.3s
  89. [CV] max_depth=1, min_child_weight=5, n_estimators=500 ...............
  90. [CV] max_depth=1, min_child_weight=5, n_estimators=500, score=0.7477603583426652, total= 1.7min
  91. [CV] max_depth=1, min_child_weight=5, n_estimators=500 ...............
  92. [CV] max_depth=1, min_child_weight=5, n_estimators=500, score=0.74772504549909, total= 1.7min
  93. [CV] max_depth=1, min_child_weight=5, n_estimators=500 ...............
  94. [CV] max_depth=1, min_child_weight=5, n_estimators=500, score=0.7477773888694436, total= 1.7min
  95. [CV] max_depth=1, min_child_weight=5, n_estimators=1000 ..............
  96. [CV] max_depth=1, min_child_weight=5, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  97. [CV] max_depth=1, min_child_weight=5, n_estimators=1000 ..............
  98. [CV] max_depth=1, min_child_weight=5, n_estimators=1000, score=0.74772504549909, total= 3.4min
  99. [CV] max_depth=1, min_child_weight=5, n_estimators=1000 ..............
  100. [CV] max_depth=1, min_child_weight=5, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  101. [CV] max_depth=3, min_child_weight=1, n_estimators=50 ................
  102. [CV] max_depth=3, min_child_weight=1, n_estimators=50, score=0.7477603583426652, total= 10.9s
  103. [CV] max_depth=3, min_child_weight=1, n_estimators=50 ................
  104. [CV] max_depth=3, min_child_weight=1, n_estimators=50, score=0.74772504549909, total= 11.1s
  105. [CV] max_depth=3, min_child_weight=1, n_estimators=50 ................
  106. [CV] max_depth=3, min_child_weight=1, n_estimators=50, score=0.7477773888694436, total= 10.9s
  107. [CV] max_depth=3, min_child_weight=1, n_estimators=100 ...............
  108. [CV] max_depth=3, min_child_weight=1, n_estimators=100, score=0.7477603583426652, total= 21.2s
  109. [CV] max_depth=3, min_child_weight=1, n_estimators=100 ...............
  110. [CV] max_depth=3, min_child_weight=1, n_estimators=100, score=0.74772504549909, total= 21.0s
  111. [CV] max_depth=3, min_child_weight=1, n_estimators=100 ...............
  112. [CV] max_depth=3, min_child_weight=1, n_estimators=100, score=0.7477773888694436, total= 20.9s
  113. [CV] max_depth=3, min_child_weight=1, n_estimators=200 ...............
  114. [CV] max_depth=3, min_child_weight=1, n_estimators=200, score=0.7477603583426652, total= 41.0s
  115. [CV] max_depth=3, min_child_weight=1, n_estimators=200 ...............
  116. [CV] max_depth=3, min_child_weight=1, n_estimators=200, score=0.74772504549909, total= 41.2s
  117. [CV] max_depth=3, min_child_weight=1, n_estimators=200 ...............
  118. [CV] max_depth=3, min_child_weight=1, n_estimators=200, score=0.7477773888694436, total= 41.4s
  119. [CV] max_depth=3, min_child_weight=1, n_estimators=500 ...............
  120. [CV] max_depth=3, min_child_weight=1, n_estimators=500, score=0.7477603583426652, total= 1.7min
  121. [CV] max_depth=3, min_child_weight=1, n_estimators=500 ...............
  122. [CV] max_depth=3, min_child_weight=1, n_estimators=500, score=0.74772504549909, total= 1.7min
  123. [CV] max_depth=3, min_child_weight=1, n_estimators=500 ...............
  124. [CV] max_depth=3, min_child_weight=1, n_estimators=500, score=0.7477773888694436, total= 1.7min
  125. [CV] max_depth=3, min_child_weight=1, n_estimators=1000 ..............
  126. [CV] max_depth=3, min_child_weight=1, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  127. [CV] max_depth=3, min_child_weight=1, n_estimators=1000 ..............
  128. [CV] max_depth=3, min_child_weight=1, n_estimators=1000, score=0.74772504549909, total= 3.4min
  129. [CV] max_depth=3, min_child_weight=1, n_estimators=1000 ..............
  130. [CV] max_depth=3, min_child_weight=1, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  131. [CV] max_depth=3, min_child_weight=3, n_estimators=50 ................
  132. [CV] max_depth=3, min_child_weight=3, n_estimators=50, score=0.7477603583426652, total= 10.9s
  133. [CV] max_depth=3, min_child_weight=3, n_estimators=50 ................
  134. [CV] max_depth=3, min_child_weight=3, n_estimators=50, score=0.74772504549909, total= 11.0s
  135. [CV] max_depth=3, min_child_weight=3, n_estimators=50 ................
  136. [CV] max_depth=3, min_child_weight=3, n_estimators=50, score=0.7477773888694436, total= 10.9s
  137. [CV] max_depth=3, min_child_weight=3, n_estimators=100 ...............
  138. [CV] max_depth=3, min_child_weight=3, n_estimators=100, score=0.7477603583426652, total= 20.9s
  139. [CV] max_depth=3, min_child_weight=3, n_estimators=100 ...............
  140. [CV] max_depth=3, min_child_weight=3, n_estimators=100, score=0.74772504549909, total= 21.0s
  141. [CV] max_depth=3, min_child_weight=3, n_estimators=100 ...............
  142. [CV] max_depth=3, min_child_weight=3, n_estimators=100, score=0.7477773888694436, total= 21.0s
  143. [CV] max_depth=3, min_child_weight=3, n_estimators=200 ...............
  144. [CV] max_depth=3, min_child_weight=3, n_estimators=200, score=0.7477603583426652, total= 41.2s
  145. [CV] max_depth=3, min_child_weight=3, n_estimators=200 ...............
  146. [CV] max_depth=3, min_child_weight=3, n_estimators=200, score=0.74772504549909, total= 41.2s
  147. [CV] max_depth=3, min_child_weight=3, n_estimators=200 ...............
  148. [CV] max_depth=3, min_child_weight=3, n_estimators=200, score=0.7477773888694436, total= 41.2s
  149. [CV] max_depth=3, min_child_weight=3, n_estimators=500 ...............
  150. [CV] max_depth=3, min_child_weight=3, n_estimators=500, score=0.7477603583426652, total= 1.7min
  151. [CV] max_depth=3, min_child_weight=3, n_estimators=500 ...............
  152. [CV] max_depth=3, min_child_weight=3, n_estimators=500, score=0.74772504549909, total= 1.7min
  153. [CV] max_depth=3, min_child_weight=3, n_estimators=500 ...............
  154. [CV] max_depth=3, min_child_weight=3, n_estimators=500, score=0.7477773888694436, total= 1.7min
  155. [CV] max_depth=3, min_child_weight=3, n_estimators=1000 ..............
  156. [CV] max_depth=3, min_child_weight=3, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  157. [CV] max_depth=3, min_child_weight=3, n_estimators=1000 ..............
  158. [CV] max_depth=3, min_child_weight=3, n_estimators=1000, score=0.74772504549909, total= 3.4min
  159. [CV] max_depth=3, min_child_weight=3, n_estimators=1000 ..............
  160. [CV] max_depth=3, min_child_weight=3, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  161. [CV] max_depth=3, min_child_weight=5, n_estimators=50 ................
  162. [CV] max_depth=3, min_child_weight=5, n_estimators=50, score=0.7477603583426652, total= 11.0s
  163. [CV] max_depth=3, min_child_weight=5, n_estimators=50 ................
  164. [CV] max_depth=3, min_child_weight=5, n_estimators=50, score=0.74772504549909, total= 10.9s
  165. [CV] max_depth=3, min_child_weight=5, n_estimators=50 ................
  166. [CV] max_depth=3, min_child_weight=5, n_estimators=50, score=0.7477773888694436, total= 10.9s
  167. [CV] max_depth=3, min_child_weight=5, n_estimators=100 ...............
  168. [CV] max_depth=3, min_child_weight=5, n_estimators=100, score=0.7477603583426652, total= 21.2s
  169. [CV] max_depth=3, min_child_weight=5, n_estimators=100 ...............
  170. [CV] max_depth=3, min_child_weight=5, n_estimators=100, score=0.74772504549909, total= 21.0s
  171. [CV] max_depth=3, min_child_weight=5, n_estimators=100 ...............
  172. [CV] max_depth=3, min_child_weight=5, n_estimators=100, score=0.7477773888694436, total= 21.0s
  173. [CV] max_depth=3, min_child_weight=5, n_estimators=200 ...............
  174. [CV] max_depth=3, min_child_weight=5, n_estimators=200, score=0.7477603583426652, total= 41.1s
  175. [CV] max_depth=3, min_child_weight=5, n_estimators=200 ...............
  176. [CV] max_depth=3, min_child_weight=5, n_estimators=200, score=0.74772504549909, total= 41.3s
  177. [CV] max_depth=3, min_child_weight=5, n_estimators=200 ...............
  178. [CV] max_depth=3, min_child_weight=5, n_estimators=200, score=0.7477773888694436, total= 41.0s
  179. [CV] max_depth=3, min_child_weight=5, n_estimators=500 ...............
  180. [CV] max_depth=3, min_child_weight=5, n_estimators=500, score=0.7477603583426652, total= 1.7min
  181. [CV] max_depth=3, min_child_weight=5, n_estimators=500 ...............
  182. [CV] max_depth=3, min_child_weight=5, n_estimators=500, score=0.74772504549909, total= 1.7min
  183. [CV] max_depth=3, min_child_weight=5, n_estimators=500 ...............
  184. [CV] max_depth=3, min_child_weight=5, n_estimators=500, score=0.7477773888694436, total= 1.7min
  185. [CV] max_depth=3, min_child_weight=5, n_estimators=1000 ..............
  186. [CV] max_depth=3, min_child_weight=5, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  187. [CV] max_depth=3, min_child_weight=5, n_estimators=1000 ..............
  188. [CV] max_depth=3, min_child_weight=5, n_estimators=1000, score=0.74772504549909, total= 3.4min
  189. [CV] max_depth=3, min_child_weight=5, n_estimators=1000 ..............
  190. [CV] max_depth=3, min_child_weight=5, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  191. [CV] max_depth=5, min_child_weight=1, n_estimators=50 ................
  192. [CV] max_depth=5, min_child_weight=1, n_estimators=50, score=0.7477603583426652, total= 10.9s
  193. [CV] max_depth=5, min_child_weight=1, n_estimators=50 ................
  194. [CV] max_depth=5, min_child_weight=1, n_estimators=50, score=0.74772504549909, total= 10.9s
  195. [CV] max_depth=5, min_child_weight=1, n_estimators=50 ................
  196. [CV] max_depth=5, min_child_weight=1, n_estimators=50, score=0.7477773888694436, total= 10.9s
  197. [CV] max_depth=5, min_child_weight=1, n_estimators=100 ...............
  198. [CV] max_depth=5, min_child_weight=1, n_estimators=100, score=0.7477603583426652, total= 21.0s
  199. [CV] max_depth=5, min_child_weight=1, n_estimators=100 ...............
  200. [CV] max_depth=5, min_child_weight=1, n_estimators=100, score=0.74772504549909, total= 21.1s
  201. [CV] max_depth=5, min_child_weight=1, n_estimators=100 ...............
  202. [CV] max_depth=5, min_child_weight=1, n_estimators=100, score=0.7477773888694436, total= 21.0s
  203. [CV] max_depth=5, min_child_weight=1, n_estimators=200 ...............
  204. [CV] max_depth=5, min_child_weight=1, n_estimators=200, score=0.7477603583426652, total= 41.3s
  205. [CV] max_depth=5, min_child_weight=1, n_estimators=200 ...............
  206. [CV] max_depth=5, min_child_weight=1, n_estimators=200, score=0.74772504549909, total= 41.1s
  207. [CV] max_depth=5, min_child_weight=1, n_estimators=200 ...............
  208. [CV] max_depth=5, min_child_weight=1, n_estimators=200, score=0.7477773888694436, total= 41.1s
  209. [CV] max_depth=5, min_child_weight=1, n_estimators=500 ...............
  210. [CV] max_depth=5, min_child_weight=1, n_estimators=500, score=0.7477603583426652, total= 1.7min
  211. [CV] max_depth=5, min_child_weight=1, n_estimators=500 ...............
  212. [CV] max_depth=5, min_child_weight=1, n_estimators=500, score=0.74772504549909, total= 1.7min
  213. [CV] max_depth=5, min_child_weight=1, n_estimators=500 ...............
  214. [CV] max_depth=5, min_child_weight=1, n_estimators=500, score=0.7477773888694436, total= 1.7min
  215. [CV] max_depth=5, min_child_weight=1, n_estimators=1000 ..............
  216. [CV] max_depth=5, min_child_weight=1, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  217. [CV] max_depth=5, min_child_weight=1, n_estimators=1000 ..............
  218. [CV] max_depth=5, min_child_weight=1, n_estimators=1000, score=0.74772504549909, total= 3.4min
  219. [CV] max_depth=5, min_child_weight=1, n_estimators=1000 ..............
  220. [CV] max_depth=5, min_child_weight=1, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  221. [CV] max_depth=5, min_child_weight=3, n_estimators=50 ................
  222. [CV] max_depth=5, min_child_weight=3, n_estimators=50, score=0.7477603583426652, total= 10.9s
  223. [CV] max_depth=5, min_child_weight=3, n_estimators=50 ................
  224. [CV] max_depth=5, min_child_weight=3, n_estimators=50, score=0.74772504549909, total= 10.9s
  225. [CV] max_depth=5, min_child_weight=3, n_estimators=50 ................
  226. [CV] max_depth=5, min_child_weight=3, n_estimators=50, score=0.7477773888694436, total= 11.0s
  227. [CV] max_depth=5, min_child_weight=3, n_estimators=100 ...............
  228. [CV] max_depth=5, min_child_weight=3, n_estimators=100, score=0.7477603583426652, total= 21.3s
  229. [CV] max_depth=5, min_child_weight=3, n_estimators=100 ...............
  230. [CV] max_depth=5, min_child_weight=3, n_estimators=100, score=0.74772504549909, total= 20.9s
  231. [CV] max_depth=5, min_child_weight=3, n_estimators=100 ...............
  232. [CV] max_depth=5, min_child_weight=3, n_estimators=100, score=0.7477773888694436, total= 20.9s
  233. [CV] max_depth=5, min_child_weight=3, n_estimators=200 ...............
  234. [CV] max_depth=5, min_child_weight=3, n_estimators=200, score=0.7477603583426652, total= 41.1s
  235. [CV] max_depth=5, min_child_weight=3, n_estimators=200 ...............
  236. [CV] max_depth=5, min_child_weight=3, n_estimators=200, score=0.74772504549909, total= 41.4s
  237. [CV] max_depth=5, min_child_weight=3, n_estimators=200 ...............
  238. [CV] max_depth=5, min_child_weight=3, n_estimators=200, score=0.7477773888694436, total= 41.1s
  239. [CV] max_depth=5, min_child_weight=3, n_estimators=500 ...............
  240. [CV] max_depth=5, min_child_weight=3, n_estimators=500, score=0.7477603583426652, total= 1.7min
  241. [CV] max_depth=5, min_child_weight=3, n_estimators=500 ...............
  242. [CV] max_depth=5, min_child_weight=3, n_estimators=500, score=0.74772504549909, total= 1.7min
  243. [CV] max_depth=5, min_child_weight=3, n_estimators=500 ...............
  244. [CV] max_depth=5, min_child_weight=3, n_estimators=500, score=0.7477773888694436, total= 1.7min
  245. [CV] max_depth=5, min_child_weight=3, n_estimators=1000 ..............
  246. [CV] max_depth=5, min_child_weight=3, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  247. [CV] max_depth=5, min_child_weight=3, n_estimators=1000 ..............
  248. [CV] max_depth=5, min_child_weight=3, n_estimators=1000, score=0.74772504549909, total= 3.4min
  249. [CV] max_depth=5, min_child_weight=3, n_estimators=1000 ..............
  250. [CV] max_depth=5, min_child_weight=3, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  251. [CV] max_depth=5, min_child_weight=5, n_estimators=50 ................
  252. [CV] max_depth=5, min_child_weight=5, n_estimators=50, score=0.7477603583426652, total= 11.0s
  253. [CV] max_depth=5, min_child_weight=5, n_estimators=50 ................
  254. [CV] max_depth=5, min_child_weight=5, n_estimators=50, score=0.74772504549909, total= 11.0s
  255. [CV] max_depth=5, min_child_weight=5, n_estimators=50 ................
  256. [CV] max_depth=5, min_child_weight=5, n_estimators=50, score=0.7477773888694436, total= 10.9s
  257. [CV] max_depth=5, min_child_weight=5, n_estimators=100 ...............
  258. [CV] max_depth=5, min_child_weight=5, n_estimators=100, score=0.7477603583426652, total= 21.0s
  259. [CV] max_depth=5, min_child_weight=5, n_estimators=100 ...............
  260. [CV] max_depth=5, min_child_weight=5, n_estimators=100, score=0.74772504549909, total= 21.0s
  261. [CV] max_depth=5, min_child_weight=5, n_estimators=100 ...............
  262. [CV] max_depth=5, min_child_weight=5, n_estimators=100, score=0.7477773888694436, total= 21.8s
  263. [CV] max_depth=5, min_child_weight=5, n_estimators=200 ...............
  264. [CV] max_depth=5, min_child_weight=5, n_estimators=200, score=0.7477603583426652, total= 41.2s
  265. [CV] max_depth=5, min_child_weight=5, n_estimators=200 ...............
  266. [CV] max_depth=5, min_child_weight=5, n_estimators=200, score=0.74772504549909, total= 41.6s
  267. [CV] max_depth=5, min_child_weight=5, n_estimators=200 ...............
  268. [CV] max_depth=5, min_child_weight=5, n_estimators=200, score=0.7477773888694436, total= 41.2s
  269. [CV] max_depth=5, min_child_weight=5, n_estimators=500 ...............
  270. [CV] max_depth=5, min_child_weight=5, n_estimators=500, score=0.7477603583426652, total= 1.7min
  271. [CV] max_depth=5, min_child_weight=5, n_estimators=500 ...............
  272. [CV] max_depth=5, min_child_weight=5, n_estimators=500, score=0.74772504549909, total= 1.7min
  273. [CV] max_depth=5, min_child_weight=5, n_estimators=500 ...............
  274. [CV] max_depth=5, min_child_weight=5, n_estimators=500, score=0.7477773888694436, total= 1.7min
  275. [CV] max_depth=5, min_child_weight=5, n_estimators=1000 ..............
  276. [CV] max_depth=5, min_child_weight=5, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  277. [CV] max_depth=5, min_child_weight=5, n_estimators=1000 ..............
  278. [CV] max_depth=5, min_child_weight=5, n_estimators=1000, score=0.74772504549909, total= 3.4min
  279. [CV] max_depth=5, min_child_weight=5, n_estimators=1000 ..............
  280. [CV] max_depth=5, min_child_weight=5, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  281. [CV] max_depth=8, min_child_weight=1, n_estimators=50 ................
  282. [CV] max_depth=8, min_child_weight=1, n_estimators=50, score=0.7477603583426652, total= 10.9s
  283. [CV] max_depth=8, min_child_weight=1, n_estimators=50 ................
  284. [CV] max_depth=8, min_child_weight=1, n_estimators=50, score=0.74772504549909, total= 10.9s
  285. [CV] max_depth=8, min_child_weight=1, n_estimators=50 ................
  286. [CV] max_depth=8, min_child_weight=1, n_estimators=50, score=0.7477773888694436, total= 10.9s
  287. [CV] max_depth=8, min_child_weight=1, n_estimators=100 ...............
  288. [CV] max_depth=8, min_child_weight=1, n_estimators=100, score=0.7477603583426652, total= 21.2s
  289. [CV] max_depth=8, min_child_weight=1, n_estimators=100 ...............
  290. [CV] max_depth=8, min_child_weight=1, n_estimators=100, score=0.74772504549909, total= 21.0s
  291. [CV] max_depth=8, min_child_weight=1, n_estimators=100 ...............
  292. [CV] max_depth=8, min_child_weight=1, n_estimators=100, score=0.7477773888694436, total= 20.9s
  293. [CV] max_depth=8, min_child_weight=1, n_estimators=200 ...............
  294. [CV] max_depth=8, min_child_weight=1, n_estimators=200, score=0.7477603583426652, total= 41.0s
  295. [CV] max_depth=8, min_child_weight=1, n_estimators=200 ...............
  296. [CV] max_depth=8, min_child_weight=1, n_estimators=200, score=0.74772504549909, total= 41.4s
  297. [CV] max_depth=8, min_child_weight=1, n_estimators=200 ...............
  298. [CV] max_depth=8, min_child_weight=1, n_estimators=200, score=0.7477773888694436, total= 41.0s
  299. [CV] max_depth=8, min_child_weight=1, n_estimators=500 ...............
  300. [CV] max_depth=8, min_child_weight=1, n_estimators=500, score=0.7477603583426652, total= 1.7min
  301. [CV] max_depth=8, min_child_weight=1, n_estimators=500 ...............
  302. [CV] max_depth=8, min_child_weight=1, n_estimators=500, score=0.74772504549909, total= 1.7min
  303. [CV] max_depth=8, min_child_weight=1, n_estimators=500 ...............
  304. [CV] max_depth=8, min_child_weight=1, n_estimators=500, score=0.7477773888694436, total= 1.7min
  305. [CV] max_depth=8, min_child_weight=1, n_estimators=1000 ..............
  306. [CV] max_depth=8, min_child_weight=1, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  307. [CV] max_depth=8, min_child_weight=1, n_estimators=1000 ..............
  308. [CV] max_depth=8, min_child_weight=1, n_estimators=1000, score=0.74772504549909, total= 3.4min
  309. [CV] max_depth=8, min_child_weight=1, n_estimators=1000 ..............
  310. [CV] max_depth=8, min_child_weight=1, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  311. [CV] max_depth=8, min_child_weight=3, n_estimators=50 ................
  312. [CV] max_depth=8, min_child_weight=3, n_estimators=50, score=0.7477603583426652, total= 10.9s
  313. [CV] max_depth=8, min_child_weight=3, n_estimators=50 ................
  314. [CV] max_depth=8, min_child_weight=3, n_estimators=50, score=0.74772504549909, total= 10.9s
  315. [CV] max_depth=8, min_child_weight=3, n_estimators=50 ................
  316. [CV] max_depth=8, min_child_weight=3, n_estimators=50, score=0.7477773888694436, total= 10.9s
  317. [CV] max_depth=8, min_child_weight=3, n_estimators=100 ...............
  318. [CV] max_depth=8, min_child_weight=3, n_estimators=100, score=0.7477603583426652, total= 20.9s
  319. [CV] max_depth=8, min_child_weight=3, n_estimators=100 ...............
  320. [CV] max_depth=8, min_child_weight=3, n_estimators=100, score=0.74772504549909, total= 21.0s
  321. [CV] max_depth=8, min_child_weight=3, n_estimators=100 ...............
  322. [CV] max_depth=8, min_child_weight=3, n_estimators=100, score=0.7477773888694436, total= 20.9s
  323. [CV] max_depth=8, min_child_weight=3, n_estimators=200 ...............
  324. [CV] max_depth=8, min_child_weight=3, n_estimators=200, score=0.7477603583426652, total= 41.3s
  325. [CV] max_depth=8, min_child_weight=3, n_estimators=200 ...............
  326. [CV] max_depth=8, min_child_weight=3, n_estimators=200, score=0.74772504549909, total= 41.1s
  327. [CV] max_depth=8, min_child_weight=3, n_estimators=200 ...............
  328. [CV] max_depth=8, min_child_weight=3, n_estimators=200, score=0.7477773888694436, total= 41.2s
  329. [CV] max_depth=8, min_child_weight=3, n_estimators=500 ...............
  330. [CV] max_depth=8, min_child_weight=3, n_estimators=500, score=0.7477603583426652, total= 1.7min
  331. [CV] max_depth=8, min_child_weight=3, n_estimators=500 ...............
  332. [CV] max_depth=8, min_child_weight=3, n_estimators=500, score=0.74772504549909, total= 1.7min
  333. [CV] max_depth=8, min_child_weight=3, n_estimators=500 ...............
  334. [CV] max_depth=8, min_child_weight=3, n_estimators=500, score=0.7477773888694436, total= 1.7min
  335. [CV] max_depth=8, min_child_weight=3, n_estimators=1000 ..............
  336. [CV] max_depth=8, min_child_weight=3, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  337. [CV] max_depth=8, min_child_weight=3, n_estimators=1000 ..............
  338. [CV] max_depth=8, min_child_weight=3, n_estimators=1000, score=0.74772504549909, total= 3.4min
  339. [CV] max_depth=8, min_child_weight=3, n_estimators=1000 ..............
  340. [CV] max_depth=8, min_child_weight=3, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  341. [CV] max_depth=8, min_child_weight=5, n_estimators=50 ................
  342. [CV] max_depth=8, min_child_weight=5, n_estimators=50, score=0.7477603583426652, total= 10.9s
  343. [CV] max_depth=8, min_child_weight=5, n_estimators=50 ................
  344. [CV] max_depth=8, min_child_weight=5, n_estimators=50, score=0.74772504549909, total= 10.9s
  345. [CV] max_depth=8, min_child_weight=5, n_estimators=50 ................
  346. [CV] max_depth=8, min_child_weight=5, n_estimators=50, score=0.7477773888694436, total= 10.9s
  347. [CV] max_depth=8, min_child_weight=5, n_estimators=100 ...............
  348. [CV] max_depth=8, min_child_weight=5, n_estimators=100, score=0.7477603583426652, total= 20.9s
  349. [CV] max_depth=8, min_child_weight=5, n_estimators=100 ...............
  350. [CV] max_depth=8, min_child_weight=5, n_estimators=100, score=0.74772504549909, total= 21.4s
  351. [CV] max_depth=8, min_child_weight=5, n_estimators=100 ...............
  352. [CV] max_depth=8, min_child_weight=5, n_estimators=100, score=0.7477773888694436, total= 21.0s
  353. [CV] max_depth=8, min_child_weight=5, n_estimators=200 ...............
  354. [CV] max_depth=8, min_child_weight=5, n_estimators=200, score=0.7477603583426652, total= 41.2s
  355. [CV] max_depth=8, min_child_weight=5, n_estimators=200 ...............
  356. [CV] max_depth=8, min_child_weight=5, n_estimators=200, score=0.74772504549909, total= 41.3s
  357. [CV] max_depth=8, min_child_weight=5, n_estimators=200 ...............
  358. [CV] max_depth=8, min_child_weight=5, n_estimators=200, score=0.7477773888694436, total= 41.0s
  359. [CV] max_depth=8, min_child_weight=5, n_estimators=500 ...............
  360. [CV] max_depth=8, min_child_weight=5, n_estimators=500, score=0.7477603583426652, total= 1.7min
  361. [CV] max_depth=8, min_child_weight=5, n_estimators=500 ...............
  362. [CV] max_depth=8, min_child_weight=5, n_estimators=500, score=0.74772504549909, total= 1.7min
  363. [CV] max_depth=8, min_child_weight=5, n_estimators=500 ...............
  364. [CV] max_depth=8, min_child_weight=5, n_estimators=500, score=0.7477773888694436, total= 1.7min
  365. [CV] max_depth=8, min_child_weight=5, n_estimators=1000 ..............
  366. [CV] max_depth=8, min_child_weight=5, n_estimators=1000, score=0.7477603583426652, total= 3.4min
  367. [CV] max_depth=8, min_child_weight=5, n_estimators=1000 ..............
  368. [CV] max_depth=8, min_child_weight=5, n_estimators=1000, score=0.74772504549909, total= 3.4min
  369. [CV] max_depth=8, min_child_weight=5, n_estimators=1000 ..............
  370. [CV] max_depth=8, min_child_weight=5, n_estimators=1000, score=0.7477773888694436, total= 3.4min
  371. [Parallel(n_jobs=1)]: Done 180 out of 180 | elapsed: 227.8min finished
  372. Grid best score (f1): 0.7477542636024276
  373. Grid best parameter (max. f1): {'max_depth': 1, 'min_child_weight': 1, 'n_estimators': 50}
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