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Loan Default Prediction - Imperial College London

Final LB Best sub LB Late sub LB Top 1000 subs Kaggle competition page

Best public scores and final private scores

Score race among top 10 teams

Final leaderboard

Showing 500/672 top teams on final LB.
Public Private Shake Medal Team name Team ID Public score Private score Total subs
1 1 Gold Josef Feigl 77421 0.4390347966246326 0.43731778425655976 15
4 2 2 Gold HelloWorld 75526 0.4478855043094076 0.4458182908501762 83
10 3 7 Gold Beile 79364 0.4541466258163493 0.4471038625947905 63
9 4 5 Gold auduno 79061 0.4539121227952558 0.4472637976922237 21
3 5 -2 Gold xing 77758 0.4463578076040169 0.44766435478580346 89
2 6 -4 Gold Romain Ayres 72212 0.4448571718759757 0.4499565312077843 93
6 7 -1 Gold All your GLM are belong t.. 74895 0.4517306658238623 0.45024408861918175 141
11 8 3 Gold YaTa 74140 0.4552077797577181 0.4513357056527785 5
7 9 -2 Gold yr@SYSU 75302 0.451854551761851 0.4513465600526713 135
8 10 -2 Gold Learning2Code 78969 0.4527557215636431 0.4536865114336308 50
16 11 5 Gold lomero 74323 0.4623097919465472 0.4544651982888799 68
12 12 Silver David & Will ○○ 73860 0.4563261611279344 0.4548078040143198 82
13 13 Silver dkayism ○○ 72254 0.4567615278718832 0.4553601434898731 145
5 14 -9 Silver Giulio & Luca Massaron ○○ 72052 0.44977725516260497 0.4562024234521386 106
21 15 6 Silver Algonaut ○○ 72406 0.470046778799658 0.4613330226836377 47
14 16 -2 Silver Silogram 72684 0.4581871622262255 0.4625139254307995 94
15 17 -2 Silver DataGeek & Mark ○○ 72307 0.4582540172560911 0.4627628054706203 164
19 18 1 Silver kevin 80038 0.469509339148572 0.4669334423664942 4
17 19 -2 Silver Saeh & James ○○ 72686 0.4637885760326764 0.4676353627038769 139
18 20 -2 Silver Michael Wallin 72622 0.4678653738115864 0.4695748868393002 45
23 21 2 Silver Chaotic Experiments 72251 0.4718241486376194 0.470513006014515 81
22 22 Silver Doug Koch 76062 0.4714494276097477 0.4715497010832209 49
20 23 -3 Silver Daria 77958 0.4697807303050223 0.4718966054388428 18
26 24 2 Silver ahaldenby 72425 0.4770253876364596 0.4725499278477015 53
27 25 2 Silver Noel Smith 77096 0.4773717521475302 0.4764270026307794 16
25 26 -1 Silver Euclides Fernandes Filho 79752 0.4743054897127145 0.4773637678067743 36
41 27 14 Silver JWANG 79195 0.4910875130368825 0.4778733793168836 34
31 28 3 Silver OFuture 75797 0.4812742960083436 0.4783948422574605 12
29 29 Silver barisumog 74840 0.4796836484952435 0.4788387330375258 59
35 30 5 Silver One Old Dog 77906 0.4878555998825903 0.4805376833811738 54
34 31 3 Silver Jiwon Kim ○○○ 77336 0.4865838627097753 0.4810969684040864 24
54 32 22 Silver undef 81003 0.4997181537690441 0.4812177123601141 6
24 33 -9 Silver Ivanhoe 74310 0.4736417938750356 0.4819858256891607 111
30 34 -4 Silver geringer 76290 0.4811794823172466 0.4821873000071109 71
48 35 13 Silver orchid 74595 0.494745674770165 0.4837652338258041 130
50 36 14 Silver ASVP 75751 0.4956398404888115 0.4841123790657054 63
28 37 -9 Silver Abhishek & Paul Duan ○○ 72020 0.4795460482127615 0.4847025098663174 97
46 38 8 Silver anonymous13 & ltbs ○○ 75527 0.4941194863965614 0.4851710554353517 51
43 39 4 Silver hero_fan 75769 0.492177870484498 0.4852568204982342 27
36 40 -4 Silver Need more time! ○○ 77590 0.4885749502228122 0.4853634833724431 86
42 41 1 Silver Konrad Banachewicz 74789 0.4919077181578208 0.4859937706006065 30
32 42 -10 Silver Menno 73953 0.4844685692614016 0.4865268197871477 21
44 43 1 Silver Pathfinders ○○ 73892 0.4921901144981861 0.487241374341255 13
45 44 1 Silver hawks10 ○○○ 72120 0.4939319237697923 0.4886693655802296 65
47 45 2 Silver Nick Kridler 75570 0.4946231372811724 0.490780668937447 42
49 46 3 Silver maternaj 72344 0.4955437565184413 0.4913603071890777 102
60 47 13 Silver FiveMinHack 77136 0.5049303119370437 0.4920121358647989 47
33 48 -15 Silver johnny 81015 0.4854935052621598 0.4925454502358434 8
58 49 9 Silver vtKMH 76132 0.5036466753323379 0.4938809423751536 48
51 50 1 Silver P@sky 75393 0.4957874683341103 0.4941155472541294 51
40 51 -11 Bronze Utnapishtim 78045 0.4907129585672035 0.4943366724925453 12
38 52 -14 Bronze NeedMoneyForMoreRAM ○○○ 75685 0.4903290035081066 0.4966697480385882 98
70 53 17 Bronze tks 79041 0.5153514776882612 0.4969561938115629 5
53 54 -1 Bronze shenggang Li 79748 0.4971555892670902 0.4975941596150655 29
52 55 -3 Bronze dynamic24 73875 0.4959169027973968 0.4981595828592798 135
55 56 -1 Bronze bekir 77907 0.5009389816739573 0.499726097866481 27
63 57 6 Bronze Anil Thomas 79778 0.5101630288233621 0.5007934756690118 5
61 58 3 Bronze icetea 78496 0.5056209455643946 0.5023551824594442 26
37 59 -22 Bronze Hiroyuki Yamamoto 76064 0.4890016118327487 0.5027021261466259 104
56 60 -4 Bronze gutentag 79262 0.5013273916753579 0.503045817630188 14
59 61 -2 Bronze cash_FEG 74115 0.5044562434815587 0.5038161606105857 32
64 62 2 Bronze Willie Liao 76188 0.5105200495319825 0.5043639856678273 38
66 63 3 Bronze willkurt 76012 0.5128299052628361 0.5055411351975092 35
65 64 1 Bronze Tim-Kreienkamp 77255 0.5121991633952789 0.506245018357212 60
69 65 4 Bronze Andre 80990 0.5153438858897312 0.5072928610412208 8
62 66 -4 Bronze KazAnova 79472 0.5069765111386663 0.5084183859739516 27
74 67 7 Bronze Nostradamus 77508 0.5218071489523087 0.5111640475005333 25
57 68 -11 Bronze HQ&FR ○○ 72608 0.503480482936662 0.5116736590106425 103
68 69 -1 Bronze Tiago Zortea 75971 0.5152033893726153 0.5132830664959397 41
75 70 5 Bronze Better Late Than Never 79865 0.5224143392117049 0.5148940110126754 12
73 71 2 Bronze miam le yuka 72573 0.5193419929837868 0.5182037971983219 31
78 72 6 Bronze Matt et Pierre ○○ 72490 0.5269270882715464 0.5192348716490081 30
80 73 7 Bronze Yanan Bao 74131 0.5284318699962074 0.5192370001185121 37
84 74 10 Bronze MarkV 75753 0.5339357263414468 0.5205772060355109 21
71 75 -4 Bronze sbachish 72138 0.5157864795676496 0.5206807461660622 38
67 76 -9 Bronze Wei Wu 77751 0.5143642742011947 0.5215814548816042 40
72 77 -5 Bronze Xuan Liu 75017 0.5169358978164083 0.5227016431998732 16
76 78 -2 Bronze Kirubakumaresh 77983 0.5248885939129609 0.5231576951338026 45
90 79 11 Bronze Jacques Kvam 75581 0.5373952555923487 0.5232460229485101 3
77 80 -3 Bronze tylerelyt 74953 0.525647103441737 0.5233828723126881 32
79 81 -2 Bronze Domcastro 72723 0.5278122741592403 0.5250927450461381 53
86 82 4 Bronze TheAnalyticProphet 78120 0.5362820237061482 0.5272582173397259 72
89 83 6 Bronze Dan B 73899 0.5367754078760312 0.5284759000529846 89
87 84 3 Bronze Delicious Food ○○○○○○○○○○○○○○○○○○○○○○○○ 77642 0.5363386093675926 0.5303992381900493 728
85 85 Bronze Matt 72706 0.534227742486015 0.5304700277323473 30
82 86 -4 Bronze James Ma 76338 0.5318169653425026 0.5327354252531582 45
95 87 8 Bronze Dieselboy 72196 0.5395886504693279 0.5331642392922339 35
81 88 -7 Bronze oda325 77119 0.5292026168578743 0.5341913768991917 17
88 89 -1 Bronze RabbitAndHorse 74609 0.5366105636582642 0.5347270336831467 9
96 90 6 Bronze threedB 80399 0.5409045043614295 0.534785323555902 10
83 91 -8 Bronze Chi 74364 0.5329167359057541 0.5350804081239878 17
93 92 1 Bronze Enzo & TK ○○ 79751 0.5390632407319617 0.5357320628599872 27
104 93 11 Bronze Redwood ○○ 72629 0.5534749217787058 0.5372466756737531 125
92 94 -2 Bronze Miroslaw Horbal 78974 0.5386650306469263 0.5380121240769695 6
94 95 -1 Bronze redd 72762 0.5392664172561552 0.538930101134493 113
97 96 1 Bronze beluga 79492 0.5418924708317068 0.539216825272132 16
91 97 -6 Bronze Peter 79313 0.5385211468708175 0.5399056267034171 15
98 98 Bronze bluesky 80169 0.5436617047501661 0.5434354926639645 19
103 99 4 Bronze Yosuke Katada 75311 0.5532378875509624 0.5491834364407784 26
106 100 6 Bronze Fabio Vessoni 77714 0.560836640208223 0.5494322041632643 18
99 101 -2 small yellow duck 74320 0.5465061154830757 0.5507833795539122 8
100 102 -2 asim ahmed 79602 0.5492083056793401 0.5525610941240607 11
105 103 2 sovvo 79336 0.5583300939189335 0.555149683680225 10
101 104 -3 David Lewis 74471 0.5497771878259221 0.5563417004432435 52
113 105 8 gaucho81 76189 0.5722006257703612 0.5564957690393231 18
111 106 5 ruai 72199 0.5674717763508851 0.5567229274197452 3
108 107 1 seba y beto ○○ 72524 0.5624512183559306 0.5581519353385944 14
109 108 1 Jan van der Eijk 77872 0.5642934847112847 0.560340153455327 15
110 109 1 extraordinary least squar.. ○○○○ 80067 0.5664180911500892 0.5603983651424547 52
102 110 -8 Jianfu Zhang 74276 0.5504882905091495 0.5607741354381474 7
114 111 3 Hao Zhong 72270 0.5722480326159097 0.5649576903932305 13
116 112 4 gogogo 79734 0.5727695079169433 0.5673161250562943 13
112 113 -1 yangzhizhi 78775 0.5708258272494549 0.5673398279172296 41
118 114 4 Team P3 79565 0.5790555416057261 0.5676412738816503 26
107 115 -8 BOSS 77515 0.5618267344048062 0.5692523705714511 15
119 116 3 Paul Covington 81414 0.5818242154167061 0.5716063428855863 2
117 117 Strahl Diagnostics 75107 0.5743288967671399 0.5725560524591207 21
115 118 -3 Team Cap ○○○○○ 80285 0.5726272873802977 0.5778638981725094 14
120 119 1 Parthiban & KC ○○ 74967 0.5827723523276761 0.578361658252151 68
121 120 1 DanGI 78136 0.5851688013407476 0.5797446182571108 10
122 121 1 AlexS 80497 0.5964510492987791 0.5833027542032189 16
125 122 3 marugari 72335 0.6038281915692373 0.584491770631294 9
127 123 4 SirGuessalot 75409 0.605723400612162 0.5899755962288146 12
128 124 4 Jose M. 79749 0.6068084289371399 0.5950024650975366 4
123 125 -2 Kien Trinh 75613 0.5990329003508107 0.5959136267747517 27
131 126 5 sunshine 78819 0.6087987105338011 0.5960084382184929 25
135 127 8 Jan 81261 0.6200248780329034 0.596505432609255 4
126 128 -2 Cyberport ○○ 72348 0.6045320944344363 0.5974424613050795 3
124 129 -5 saket kunwar 80458 0.601450649473784 0.5990305529877457 20
133 130 3 LuamCT 75961 0.6143453114629752 0.6002986560477851 7
136 131 5 lnicalo - JM.Mateos ○○ 72592 0.6204711138544314 0.6005753472455817 23
129 132 -3 Sandeep 78145 0.6078238555987485 0.6008931587617617 12
132 133 -1 crab 72083 0.6108372048923865 0.6025385764061723 17
140 134 6 razgon 77544 0.6275460880603269 0.6066101498204649 27
145 135 10 Kevin Ford 79928 0.6318584838169071 0.6106500478894689 3
137 136 1 toaster 80815 0.6241708542713567 0.611069591599704 3
143 137 6 Robert Enriques 80100 0.6288257694181102 0.611434866019832 18
144 138 6 lumia 80088 0.6308428937138523 0.6124700751380692 1
138 139 -1 Matcha ○○ 79502 0.6243007490281597 0.6140107610988647 26
147 140 7 mk 81060 0.6345880345121836 0.6140700182512029 1
142 141 1 adamgrbac 74487 0.6284085604437292 0.6146586066984304 27
134 142 -8 KenHanKun ○○○ 75462 0.6158149236749787 0.6158121785299485 37
141 143 -2 arko 77332 0.6277968427040871 0.6183651982744323 24
130 144 -14 Chippy 77540 0.6084950644862509 0.6195514253499254 29
146 145 1 pythia 79067 0.6335450839101167 0.6218327052075185 13
150 146 4 novosma 78368 0.6393761259125817 0.6223067624262248 10
149 147 2 Hew 76337 0.6356309851142505 0.6247600085330299 83
139 148 -9 \m/ 78184 0.6269837691155293 0.6280828233043365 30
148 149 -1 SpIcy HoTPoT @ UT 79437 0.6346288043993558 0.6313040128943567 19
151 150 1 PaulG 75880 0.643310894093107 0.6332811870392756 43
152 151 1 Kantastic 78976 0.6463266060651954 0.6344571361729361 6
160 152 8 pythonista 78329 0.6601640276855978 0.6364988504112447 4
154 153 1 McAdams ○○○ 75258 0.6520039909187445 0.6414935150503447 22
155 154 1 dr_jones 78295 0.6523538508561674 0.6415211126779256 5
153 155 -2 jong 74189 0.6519863468284821 0.6424660456517102 62
157 156 1 khaaaan 78392 0.6549741097860526 0.6425776648144069 4
162 157 5 Revenge of the Dodo 79133 0.6607358595924435 0.6429885883894135 13
158 158 Alfred12 78350 0.6560633355456528 0.6434141600891228 5
164 159 5 python_heart 78327 0.6666350621029676 0.644480788831212 5
165 160 5 angry_python 78300 0.6666824689485161 0.6446763374339283 5
156 161 -5 kotto ○○○○ 76179 0.6540192199479462 0.6451258419206899 14
163 162 1 Andrew Matteson 77443 0.6639913196372059 0.6484255745752145 19
170 163 7 Hid 72026 0.67791789134351 0.6507501955486027 38
166 164 2 MATO 78171 0.668578742770456 0.6541515560928204 4
159 165 -6 Trickle Me Kernel 75025 0.657508578202089 0.6548371386476142 9
178 166 12 fernando nogueira 72621 0.6861192756234 0.6582640024650975 36
167 167 Shane 80279 0.6701083758899219 0.6588812841770715 8
172 168 4 Dan. 72636 0.6787712145633829 0.6611794543601412 19
174 169 5 La + 79809 0.6815402484118716 0.6633630804238079 16
169 170 -1 HTF 73952 0.676269222962011 0.6656336392564842 44
171 171 GmTo 77490 0.6783445529534464 0.6659674322690748 14
168 172 -4 Shawn 76173 0.6727203691571046 0.6667057644729667 19
175 173 2 KW Woooo 72662 0.6829963860025577 0.6704034182124048 18
161 174 -13 zool007 78497 0.6607092064094056 0.6717746331982271 11
177 175 2 bilex 75941 0.6857397959382201 0.6728269792682862 27
179 176 3 APerl 78281 0.6888412436788742 0.6733329536194579 5
176 177 -1 MSchof 78322 0.6856120085665728 0.6737974964254919 5
173 178 -5 paparator 80645 0.6803830473120318 0.6799284173599753 15
182 179 3 Avengers ○○ 77089 0.6962922916469136 0.6837999324468466 3
183 180 3 Tony Liu 75408 0.7030303493884531 0.6872029845812918 5
180 181 -1 Zhonglin 2 80666 0.693846591447805 0.6877029557467587 10
181 182 -1 Zhonglin 74791 0.693846591447805 0.6877029557467587 4
184 183 1 Jiaju Yan 77802 0.7068806785441359 0.6917304760304596 19
185 184 1 Jelena 75054 0.712778306371101 0.6962571948584003 15
187 185 2 drala 72170 0.7166018773110837 0.6982270260020385 101
186 186 pim# 72156 0.7130052874435077 0.6993997058870034 31
190 187 3 taiji 80078 0.7297809803735659 0.7069378273957667 5
188 188 pewe 79571 0.7290698776903385 0.7093436677807011 13
192 189 3 Samou 79754 0.7333364937897032 0.7121169025101329 6
189 190 -1 Georgi Botev 78351 0.7296845040022749 0.7122204118134311 40
191 191 PEH ○○○ 75428 0.7301128282924054 0.7144871886036644 34
194 192 2 bmax 78420 0.7440267374608893 0.7192514636516627 48
195 193 2 FatGoose 72810 0.7463482875472776 0.7206117380203101 15
202 194 8 John Galt 74593 0.7534844031478145 0.7213373154139705 22
196 195 1 Ankush Shah 81010 0.7470370721532189 0.7284244708336296 6
197 196 1 scouter3 78273 0.7490281596662558 0.7292540709663656 5
199 197 2 Pooja2009 80446 0.7496444486583863 0.7300125625162958 2
201 198 3 scouter4 78278 0.7509955437565184 0.7308954940861362 5
200 199 1 Brandon Kam 81332 0.7505451787238078 0.7319917514043945 3
204 200 4 scouter2 78272 0.7588887835403432 0.7333902201995781 5
206 201 5 scouter 78270 0.7595998862235707 0.7334850316433194 5
205 202 3 Evdilos_Ikaria 75548 0.7591732246136342 0.7392448268506009 53
198 203 -5 Charly B. 81098 0.7495022281217408 0.7395292611818246 11
211 204 7 qamly 78215 0.7634872475585475 0.742077318732371 10
207 205 2 D*S*A ○○○ 76087 0.7596096420713204 0.7422312946115959 30
209 206 3 hankk 75505 0.7615539088366355 0.7449927706274148 17
213 207 6 sk8erboi 78198 0.7688442211055276 0.7453246106805091 10
214 208 6 Isaac 79624 0.7721707796583173 0.7461209498993963 24
203 209 -6 LDP555 77629 0.7576087987105338 0.7476000853302993 57
208 210 -2 Tianyang Zhou 77154 0.7603841103709049 0.7524000400196743 6
212 211 1 Adil 74836 0.7661420309092632 0.7526962004313921 21
210 212 -2 Shots Fired @ Death and T.. 77042 0.7616383805821559 0.7532295148024366 13
216 213 3 test3 78193 0.7765241300843841 0.7535258005641281 2
215 214 1 earino 74228 0.7763345027021902 0.7549953779421176 61
219 215 4 ark2003 79002 0.779652981890585 0.7564175495982365 61
218 216 2 vsu 78072 0.7789835972314406 0.7596241911398705 45
221 217 4 test 78185 0.7815492557125249 0.7615847732821351 5
223 218 5 ununoctium 74605 0.7853418033564047 0.7627462134679656 6
220 219 1 test 2 78190 0.7814070351758794 0.7628765792031098 10
217 220 -3 danb 72615 0.7778989286052906 0.7636350707530399 23
193 221 -28 Mikhail Trofimov (MIPT, M.. 74815 0.7393571631743624 0.7648320652302733 30
222 222 xysh 78292 0.7844884801365317 0.7649624309654175 3
224 223 1 mda 72519 0.7860054991940836 0.7658868425418948 27
225 224 1 ThierryS 73819 0.7902721152934484 0.7659935054161037 5
226 225 1 IowaAnalytics ○○○○○○○○○○○○○○○○ 72498 0.7906039632122879 0.7684586029533764 26
227 226 1 [Deleted] 78737 0.7961031572959135 0.7741591410083197 4
231 227 4 Anatoliy 78954 0.7980626363357225 0.7778223358983911 25
228 228 simplex 77589 0.796150564141462 0.7792908104008154 30
230 229 1 16公寓1120 1,2,4床 ○○○ 72435 0.7979520242723049 0.7796226504539098 47
233 230 3 lover 75080 0.7993817278662108 0.7797389672034919 3
238 231 7 data_hoge 78234 0.8065800701621314 0.7818921993884662 9
229 232 -3 gphilippis 78603 0.7966345198390532 0.7820583169227285 38
235 233 2 PaiPai ○○○ 78416 0.8011756897696027 0.7837706511175899 21
237 234 3 jami 75768 0.8043723333649371 0.7841671999810383 91
241 235 6 cpindziak 79770 0.8071489523087134 0.7859157600322358 9
246 236 10 aris 77060 0.8136608465960051 0.7875277550358155 7
242 237 5 LeptokurticFall 75153 0.8071827533895889 0.7878003745052025 35
244 238 6 sdadas 74865 0.8099459561960747 0.7883334518476379 13
240 239 1 xqjin 77538 0.8068171043898739 0.7886415890397971 9
243 240 3 JustQ 74128 0.8084796637282397 0.7892117674290454 9
236 241 -5 amunategui 72772 0.8018156821845075 0.7908044751001446 16
234 242 -8 sketch 74074 0.7994584099744002 0.7933887257341959 16
232 243 -11 gordbot 74640 0.7990962886695642 0.7934982182736044 35
247 244 3 John Baptist 78429 0.8142599791409879 0.7938917727369693 5
245 245 lcl 74795 0.8124585190101451 0.7956102301547797 5
249 246 3 dolaameng ○○○○ 74965 0.8172466104105433 0.7990945507122711 27
239 247 -8 Darden ○○ 72261 0.8067413484606556 0.8001406129407029 20
248 248 Bohdan Pavlyshenko 73919 0.8171992035649948 0.800860413851952 20
39 249 -210 masa 79674 0.4906414296539769 0.8029980844181994 19
253 250 3 IMT GHZ ○○ 75535 0.8265857589835972 0.8054113631515324 22
252 251 1 Rajendra Kumar Gupta 80424 0.8264909452925002 0.8054232145820001 5
250 252 -2 Somnium Venator 74002 0.8247177017161199 0.8062299450093289 16
254 253 1 LR 72172 0.8273442685123732 0.806809831946716 11
255 254 1 Adjusted R Squared 75986 0.8276823872975966 0.8082236227577403 12
259 255 4 jgoalby 74341 0.83028349293638 0.8098912038683069 7
256 256 datscilly 81500 0.8285445068370276 0.8104806735408356 2
257 257 Charlie Turner 79977 0.8285965196720091 0.8104897530251075 15
251 258 -7 Wallace Campbell 72759 0.8258527164839945 0.8105921614611535 10
258 259 -1 Vopani 72284 0.8302360860908315 0.8108748725971224 17
261 260 1 Carlin Eng 74854 0.8305679340096709 0.8109341297494608 14
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