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hyperopt_results_2-complexity.csv
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Authored by EBernhardson on May 10 2017, 10:34 PM.
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F8022290: hyperopt_results_2-complexity.csv
May 10 2017, 10:34 PM
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id,max_depth,min_child_weight,ndcg@10,ndcg@10_variance,true_loss,true_loss_variance
0,9.0,500.0,0.837932882,1.34461238254e-05,0.0081048,2.07562613693e-05
1,9.0,1400.0,0.830704292,2.62469228427e-05,0.003348056,3.85451039899e-05
2,5.0,1400.0,0.8306216,2.2747123e-05,0.003077856,3.34266796303e-05
3,8.0,800.0,0.835942316,1.73968063772e-05,0.005365682,2.66781739867e-05
4,7.0,1900.0,0.826937382,2.29046114129e-05,0.00227229,3.54200393493e-05
5,6.0,800.0,0.83556057,1.99449748204e-05,0.00488877,2.77289281806e-05
6,7.0,500.0,0.838059448,1.63396723233e-05,0.00713856,2.0746662254e-05
7,7.0,1400.0,0.831421788,2.42568867518e-05,0.002359142,3.63766223319e-05
8,5.0,900.0,0.834888936,1.6273398879e-05,0.003594122,2.53667576576e-05
9,7.0,2000.0,0.826204768,2.23446894087e-05,0.00215532,3.78767941814e-05
10,8.0,1700.0,0.82819974,2.53868052024e-05,0.00234724,3.29483222384e-05
11,4.0,1900.0,0.826416058,2.19724614623e-05,0.00181777,3.41828980401e-05
12,10.0,900.0,0.83502678,1.5359328855e-05,0.005088948,2.44204781195e-05
13,7.0,1800.0,0.827645974,2.06759858074e-05,0.002066942,3.04234474699e-05
14,9.0,2000.0,0.826015308,2.21297593117e-05,0.002409464,3.54148775507e-05
15,5.0,1800.0,0.827146662,2.43904638835e-05,0.002534016,3.63079346923e-05
16,7.0,2000.0,0.826404098,2.3476647958e-05,0.002075318,3.41363385105e-05
17,10.0,500.0,0.838329312,1.65620277214e-05,0.007733108,2.25344930379e-05
18,7.0,1400.0,0.831311796,2.5358827181e-05,0.002765514,3.47939608879e-05
19,9.0,1200.0,0.832958178,2.04411925267e-05,0.00323236,3.05435319096e-05
20,6.0,100.0,0.84076135,1.46259178311e-05,0.01220686,2.17975344237e-05
21,6.0,100.0,0.841024338,1.43837104531e-05,0.011847932,2.08764142528e-05
22,6.0,100.0,0.840887898,1.48724571287e-05,0.011979542,2.15032976254e-05
23,6.0,100.0,0.840887898,1.48724571287e-05,0.011979542,2.15032976254e-05
24,4.0,300.0,0.838279184,1.32558441736e-05,0.005184316,1.90403441492e-05
25,6.0,300.0,0.839633212,1.18597376918e-05,0.007913486,1.85207438683e-05
26,5.0,300.0,0.83955992,1.66529743576e-05,0.0060951,2.388961394e-05
27,8.0,100.0,0.83980698,1.63262642176e-05,0.0188188,2.51748849295e-05
28,6.0,500.0,0.83825809,1.33010156624e-05,0.006066672,1.87014233593e-05
29,4.0,700.0,0.835458692,1.96084522875e-05,0.003807378,2.78025860675e-05
30,5.0,200.0,0.84012192,1.33487018046e-05,0.007238882,2.02005383783e-05
31,6.0,1200.0,0.832826904,2.17133150575e-05,0.003165476,2.9309693644e-05
32,8.0,600.0,0.83753852,1.66097755256e-05,0.00623831,2.27766880688e-05
33,5.0,400.0,0.838558168,1.50296463345e-05,0.005525934,2.14678152832e-05
34,6.0,200.0,0.840046068,1.37783357127e-05,0.009507752,2.14293439302e-05
35,4.0,700.0,0.83544598,1.86504032616e-05,0.003872272,2.75177877479e-05
36,8.0,1100.0,0.83389402,2.35463866296e-05,0.003721252,3.32631200836e-05
37,6.0,400.0,0.838543218,1.48075433398e-05,0.007167336,1.92060194043e-05
38,5.0,200.0,0.84003658,1.38506716846e-05,0.007226994,2.01159818399e-05
39,5.0,1500.0,0.82903197,1.81946355905e-05,0.002704164,2.89730241601e-05
40,6.0,900.0,0.835182812,1.64967499398e-05,0.004589198,2.72254722143e-05
41,7.0,600.0,0.837766278,1.57183023508e-05,0.005946734,2.27373359897e-05
42,7.0,1000.0,0.83469126,1.99346049062e-05,0.003902414,2.844254327e-05
43,8.0,400.0,0.83902487,1.42669976296e-05,0.008845898,2.0135309822e-05
44,4.0,700.0,0.83541186,1.89516705784e-05,0.003842522,2.72174419819e-05
45,5.0,1600.0,0.828781946,2.40877842235e-05,0.002343274,3.34613513225e-05
46,9.0,800.0,0.836079284,1.34819974576e-05,0.005407364,2.20014729045e-05
47,6.0,1300.0,0.831926698,2.15031180528e-05,0.003062012,3.25655594912e-05
48,7.0,600.0,0.837573598,1.32722829305e-05,0.006095414,2.0475801977e-05
49,5.0,200.0,0.839832886,1.13983583901e-05,0.007404682,1.80887482399e-05
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