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Zillow Prize: Zillow’s Home Value Prediction (Zestimate)

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 500/3770 top teams on final LB.
Public Private Shake Medal Team name Team ID Public score Private score Total subs
10 1 9 Gold Zensemble ○○○ 759342 0.06384929567024973 0.07408615961146857 255
3 2 1 Gold Juan Zhai 卷宅 ○○ 738136 0.06335462105090002 0.07421382321269263 55
136 3 133 Gold Silogram-2 ○○ 716991 0.06411228060552829 0.07429120086290046 123
21 4 17 Gold Alpha 60 ○○ 690793 0.064001135366389 0.07436594065704269 194
423 5 418 Gold Jack (Japan) 911210 0.06421797951683111 0.07442194621350079 37
49 6 43 Gold zhongtian 746885 0.06406164484183667 0.07451399021124842 63
1 7 -6 Gold dset / aichoo.ai ○○ 778474 0.06318855802983782 0.07456330615082317 449
6 8 -2 Gold R2 ○○ 770379 0.06366021281263701 0.07457010620037896 355
8 9 -1 Gold Nima Shahbazi | mchahhou ○○ 763545 0.06378810333479601 0.07457461991070663 251
2 10 -8 Gold Zhishi Wang 811138 0.06333044098288715 0.07458425869304891 97
268 11 257 Gold Victor S D 846260 0.06417288832821423 0.07459022216941137 61
216 12 204 Gold alfie10 697628 0.06414629223343553 0.07472506851404305 250
13 13 Gold To Train Them Is My Cause 722473 0.0639057046193694 0.0747457276367907 66
552 14 538 Gold VVS0713 766163 0.0643077610794204 0.07477005348496828 85
17 15 2 Gold Belinda Trotta 861723 0.06394831066257138 0.07478391528556615 47
16 16 Gold Ivonik ○○ 711495 0.06394375822729267 0.07479035684615776 118
20 17 3 Gold Gough ○○ 801811 0.06398977360952764 0.07479937499403856 56
12 18 -6 Silver raytrace 703895 0.0638844668714347 0.07480203634944001 47
1,411 19 1392 Silver Dr. Knope 691395 0.06448377162319603 0.07481065503411456 10
4 20 -16 Silver Trottefox 688285 0.06359558468626596 0.07481349578966184 86
48 21 27 Silver gooron 810619 0.06405911584028058 0.07481601494029891 101
27 22 5 Silver nо one 693512 0.06401693725318144 0.07481606632588675 25
29 23 6 Silver mlin 878001 0.06401951886792448 0.07481791243089835 56
19 24 -5 Silver Bierkom ○○ 739144 0.06398500987275098 0.07483271048400902 72
15 25 -10 Silver Thomas Hoffmann 733993 0.06394225537516475 0.07483293916279296 67
23 26 -3 Silver Dmitry Kulagin 776949 0.0640052215884161 0.07484170743716098 27
441 27 414 Silver Commander Keen 768180 0.06423401162790716 0.07484788402853955 35
7 28 -21 Silver Zidmie & Kostadinov & L ○○○ 774473 0.06378181713470804 0.07484799228662202 273
40 29 11 Silver Billow ○○○ 769540 0.06404149387741018 0.07485742510436508 454
31 30 1 Silver Helgi 698860 0.06402318451075023 0.07486290161560638 197
208 31 177 Silver anonemaus 905953 0.06414262953052374 0.07486527845501509 11
28 32 -4 Silver 双鸭山数据科学RUA小分队 ○○○ 753655 0.06401797674418626 0.07487304653117753 175
163 33 130 Silver Jun Wen 696599 0.06412623957876304 0.07487606851122658 7
61 34 27 Silver The Ox 849459 0.06407189842035918 0.074884709961763 61
30 35 -5 Silver proof by adverb ○○ 707315 0.06402197246599432 0.07488886181820875 45
18 36 -18 Silver Thomas H. Thoresen | Kjet.. ○○ 692113 0.06397379881526953 0.07489070431123854 113
77 37 40 Silver Paulo Pinto 688983 0.06408723425844666 0.07489441800000929 137
153 38 115 Silver slonoslon 914242 0.06412169953685927 0.07489661483293589 65
9 39 -30 Silver FF 697493 0.06383156537955276 0.07489834900838713 14
32 40 -8 Silver Deal or No Deal (Jo-fai C.. 804769 0.06402578334795972 0.07490205147750334 79
93 41 52 Silver SCC ○○ 722188 0.0640956921895572 0.07490529068815142 39
11 42 -31 Silver KFP ○○○ 697740 0.06387245753830552 0.07490669053084417 349
26 43 -17 Silver ys ○○ 875997 0.06401504497586681 0.07490787970972577 81
63 44 19 Silver hbo 818537 0.06407311907383142 0.07491653709359097 57
111 45 66 Silver Dominic Brassard 856545 0.06410207327775339 0.0749197284260961 136
64 46 18 Silver russiancube 703209 0.06407383946906538 0.07492021261191227 130
70 47 23 Silver LucasBr 729559 0.06408018023255854 0.07492237011399315 13
138 48 90 Silver JavierBaez 710828 0.06411349275998267 0.07492448805331195 244
104 49 55 Silver ywkim 714029 0.06409891142795633 0.07492603626116136 40
217 50 167 Silver 三个臭皮匠 ○○○ 720621 0.06414658293111015 0.07493291527223886 72
242 51 191 Silver hoi 715719 0.06416351579640192 0.07494468657861446 34
297 52 245 Silver edging 895462 0.06418480693286514 0.07494653292351645 60
44 53 -9 Silver Li-Der 698741 0.06405010146994293 0.07495176359501615 130
107 54 53 Silver ML Keksika ○○ 810816 0.06409983545414674 0.07495210321605128 154
33 55 -22 Silver getmax ○○○ 712221 0.06402979837757823 0.07495343871246808 21
132 56 76 Silver Matias Thayer 696412 0.0641114282141287 0.07495631009969933 116
110 57 53 Silver Ryu Tomita 932869 0.0641018292014042 0.07495701054521806 56
226 58 168 Silver 老火炖西汤 695203 0.06415324703817471 0.07496282210848962 232
488 59 429 Silver S.H. ○○ 846210 0.06426014232760763 0.0749674666495986 26
156 60 96 Silver kxx 693791 0.06412332146226397 0.07496776964128186 120
124 61 63 Silver weiwei 691821 0.064107336805502 0.07497036856798528 14
174 62 112 Silver CDS Best Team ○○○ 870942 0.06412990346643263 0.07497224330373245 71
60 63 -3 Silver William Hau 742645 0.0640703849550239 0.07497881973329973 85
67 64 3 Silver Yakolle Zhang 855251 0.06407928916191317 0.07498166512491519 190
634 65 569 Silver Hillview 808763 0.06434863426941641 0.07498300837737296 10
84 66 18 Silver zipp 702973 0.06409214222246602 0.07498425598488312 24
176 67 109 Silver Keith SZE 890150 0.06413037318999576 0.07498495756248838 76
58 68 -10 Silver Suicide Squad ○○ 690410 0.06407028062709476 0.07498528736201977 100
34 69 -35 Silver sky blue ○○ 762585 0.06403278663887721 0.07498954094474769 27
146 70 76 Silver Stefan Henß 789684 0.06411717310223773 0.07499029606294458 187
158 71 87 Silver Faraz 769642 0.06412411183633132 0.07499116711574083 18
154 72 82 Silver littlelight ○○ 864489 0.06412266893374319 0.07499358583811366 75
94 73 21 Silver T 740716 0.06409572180781069 0.07499380075462439 74
256 74 182 Silver Ilham 713414 0.06417028301886772 0.07499481911434724 115
38 75 -37 Silver magenta 699597 0.0640389918824048 0.07499571612651165 137
425 76 349 Silver Tinycup 694155 0.0642196028960067 0.07499667166066896 134
57 77 -20 Silver cleonid 845073 0.06406928626165975 0.07499787955522436 6
36 78 -42 Silver Tony 689897 0.06403406708618295 0.07499976601367676 115
45 79 -34 Silver Vladimir Demidov 961418 0.06405134909225706 0.07500462740272773 32
100 80 20 Silver Jon Holman 853447 0.06409776766125491 0.07500750483412419 57
71 81 -10 Silver KaggleB ○○ 875775 0.0640830136781481 0.07500945702288313 111
220 82 138 Silver Jong-Yeol Yang 893802 0.06415011243966627 0.07500996566777912 51
95 83 12 Silver Shize Su 717619 0.06409639096094799 0.07501057910232126 146
35 84 -49 Silver lanaliu 894173 0.06403398269700884 0.0750114049170657 70
299 85 214 Silver hklee 780054 0.06418552495612127 0.0750131638129825 22
14 86 -72 Silver Batangas 742272 0.06393924747696375 0.0750133713002405 75
65 87 -22 Silver hahaKing 905490 0.06407621879113627 0.07501436779804999 42
677 88 589 Silver Jeong-Yoon Lee 689707 0.06435281867046923 0.07501452824652298 13
42 89 -47 Silver Ivanhoe 690366 0.06404392277314598 0.07501534340032931 45
41 90 -49 Silver Karl Dailey 724845 0.06404249451513863 0.07501765260165077 81
162 91 71 Silver Aloisio Dourado 724846 0.06412610245721809 0.07501821423531517 160
232 92 140 Silver Ravi Teja Gutta 858043 0.06415880904229752 0.07501957323586156 63
276 93 183 Silver vanAmsen 796369 0.0641745392716101 0.07502055923912282 26
80 94 -14 Silver Pierre Sardin 939288 0.06409118637560361 0.07502121892837943 74
75 95 -20 Silver JinCao 954210 0.06408691860465113 0.0750215719817559 16
219 96 123 Silver ephipi 913045 0.06414771281263706 0.07502273018512648 68
47 97 -50 Silver Just want a top 100 spot... 736640 0.06405512663174605 0.07502364799652234 80
131 98 33 Silver iulian 929894 0.06411126590609935 0.07502403724194602 3
243 99 144 Silver weepon 943771 0.06416381636682743 0.07502437484923681 32
207 100 107 Silver Bernard Ong 701861 0.0641424254058796 0.07502518967927442 560
184 101 83 Silver Michael 4 767184 0.06413512582272934 0.07502587853773224 62
170 102 68 Silver linux4gen2 732472 0.06412785764529451 0.07502671251970941 224
182 103 79 Silver zyf 945915 0.06413435168933768 0.07502708299855809 45
230 104 126 Silver tomcwalker 890376 0.06415499950087754 0.07502735798649056 54
186 105 81 Silver HDKIM 960522 0.06413588306274662 0.07502757391754204 37
137 106 31 Silver Eureka 866518 0.06411268555835885 0.07502778367943852 10
78 107 -29 Silver neongen 691690 0.06408967736498444 0.07502840686426962 57
481 108 373 Silver Magic 828562 0.06425808254716969 0.07502982842016953 35
51 109 -58 Silver Zillow Open Circle ○○○ 689012 0.06406510364730376 0.07503308294715723 196
121 110 11 Silver Team name is already in u.. 758715 0.06410551618034194 0.07503397361773954 23
221 111 110 Silver YUE LIU 766247 0.0641506468845983 0.07503810030947865 36
235 112 123 Silver ahammad 957387 0.06415941750767892 0.07503890760061667 33
466 113 353 Silver mrxnew 856862 0.06425325800789809 0.07504065573741489 124
66 114 -48 Silver 小黑跳大五杀! 923476 0.0640762440763493 0.07504125060639252 49
39 115 -76 Silver Assklou | Zhao ○○ 735706 0.06404054163010084 0.07504442658066418 252
90 116 -26 Silver mango 928487 0.06409506116169365 0.07504442929213112 36
91 117 -26 Silver We are here to drink your.. ○○ 842554 0.06409511737604222 0.07504750672443437 71
112 118 -6 Silver dataChu 860035 0.06410209316312003 0.07504794843265518 76
452 119 333 Silver pist 932320 0.06424251316366858 0.0750520871623833 6
149 120 29 Silver Justfor 928027 0.06411978775605398 0.07505281848519425 47
317 121 196 Silver cdwoo 951988 0.06419200307152237 0.07505288204725713 15
82 122 -40 Silver Meng Li 709912 0.06409137779727929 0.07505377441636442 74
50 123 -73 Silver MHA 883145 0.06406214027432093 0.07505463463140925 46
224 124 100 Silver Haitao Luo 908321 0.06415232777533987 0.07505605985410123 6
241 125 116 Silver Alan 719812 0.06416298781483093 0.07505637243771493 45
37 126 -89 Silver Oscar Takeshita 690080 0.06403843242650266 0.07505643800617963 90
55 127 -72 Silver InfiniteWing 732809 0.06406653433523482 0.07505746427041447 107
43 128 -85 Silver HW ○○ 963918 0.06404577584304792 0.07505775505871863 45
101 129 -28 Silver seanxwang 714714 0.06409839293549817 0.07505829620748726 99
315 130 185 Silver huangfuzd 784260 0.06419111452391373 0.0750588523300249 16
497 131 366 Silver saurabhrajkarnikar 734038 0.06426533567354087 0.07505897127070417 22
5 132 -127 Silver cmanning 808745 0.06362607503290946 0.07506026554416975 11
76 133 -57 Silver James Requa 774708 0.06408699704884367 0.07506201440680868 37
275 134 141 Silver Rudolph 808110 0.06417405111891201 0.0750637309724089 56
129 135 -6 Silver YaGana Sheriff-Hussaini 689055 0.06411009963434716 0.07506597700924315 240
426 136 290 Silver Roha Anwar 932487 0.06421978836417266 0.07506644723072188 7
59 137 -78 Silver AravindP 689053 0.06407029398859106 0.07506654650641215 46
88 138 -50 Silver Steve Joly 766431 0.06409466871434788 0.07506713292006344 350
422 139 283 Silver MSChuan 889921 0.06421755704256239 0.07506803619789501 16
349 140 209 Silver bellum 855085 0.06419398870118469 0.0750684556684465 45
83 141 -58 Silver JiayuZhang 747619 0.06409140969302375 0.07506957549510163 78
523 142 381 Silver 伐伐伐伐伐木工 ○○○ 790788 0.0642809787115872 0.07507093921650664 156
437 143 294 Silver sagol 737441 0.06422634927599866 0.07507215990887571 89
135 144 -9 Silver Maciej Mazur 764268 0.06411217227950833 0.07507263572510414 43
97 145 -48 Silver SG Wang ○○ 729618 0.064097483545415 0.07507301737889646 136
98 146 -48 Silver hyliu 878274 0.0640976634488809 0.07507446559316823 56
144 147 -3 Silver DnA ○○ 890115 0.06411533567354079 0.07507520042433223 94
103 148 -45 Silver TonyChan 799264 0.06409872751206679 0.07507574431331429 58
69 149 -80 Silver Edward Chen 878876 0.06407962132514268 0.07507666838211256 29
282 150 132 Silver Saeh 692016 0.06417667836770505 0.07507677669379231 19
56 151 -95 Silver Obsidian ○○○ 902261 0.0640671012248635 0.07507704929915221 124
96 152 -56 Silver DAMI ○○ 691425 0.06409692847740213 0.07507758530071841 34
484 153 331 Silver elcapitan 827562 0.06425903740675756 0.07507794490027217 16
68 154 -86 Silver Wei Wang 742595 0.06407947016235184 0.07507883426686242 26
979 155 824 Silver kubilai 732817 0.06437921801830468 0.07508012421147157 37
418 156 262 Silver John Ma 956682 0.06421090215006599 0.0750802347095114 74
52 157 -105 Silver Pandas ○○ 782831 0.06406585840539147 0.07508129233476604 61
113 158 -45 Silver PropertySharks ○○ 913756 0.06410262117677319 0.07508143566725979 115
99 159 -60 Silver James Liu 813005 0.0640976634488809 0.07508274868753842 15
54 160 -106 Silver App Data ○○○ 786463 0.06406618681969191 0.07508276077011129 203
570 161 409 Silver Ben S 724836 0.0643188581244424 0.07508364066418421 39
209 162 47 Silver Aleah 873041 0.06414275820972352 0.07508410135863472 12
420 163 257 Silver woshialex 902198 0.06421502852128133 0.0750841632303528 22
348 164 184 Silver BMek_India ○○○ 964566 0.06419398870118469 0.0750855000407297 11
475 165 310 Silver sonny.ai 947213 0.06425775010969736 0.07508562341602737 80
206 166 40 Silver MWX ○○○ 882538 0.06414235671968749 0.0750858340967989 20
92 167 -75 Silver Pika 918572 0.06409528850372942 0.07508609775879888 59
142 168 -26 Silver harlock1978 859351 0.06411503290917056 0.07508713023224528 54
79 169 -90 Silver NxGTR 688382 0.06409008451015663 0.07508766343573789 78
541 170 371 Silver steelrose 741136 0.06429744953927152 0.07508828351815414 52
72 171 -99 Silver Dmitry Andreev 847522 0.06408379744405482 0.07508942214565834 22
457 172 285 Silver terenceflow 909588 0.06424506362439658 0.07508984488341232 20
376 173 203 Silver AnalyticalWizards 925764 0.06419398870118469 0.07508995014415576 52
171 174 -3 Silver Mubashir 932251 0.06412898284790572 0.07509022789453959 7
372 175 197 Silver OneTwentyOne ○○○ 704009 0.06419398870118469 0.07509060118319218 21
416 176 240 Silver Jorge Muñoz 894973 0.06421049802545001 0.07509080848901857 7
1,429 177 1252 Silver Libra ○○○ 944206 0.06449503071522608 0.07509107382800187 10
181 178 3 Silver SunDevil 768729 0.06413423650724018 0.07509202936660278 39
120 179 -59 Silver P.H. 843505 0.06410530386134303 0.07509305453355036 122
74 180 -106 Silver P1 ○○○ 807049 0.06408620634078459 0.0750959342310575 112
126 181 -55 Silver Zhengda He 909299 0.06410902859488224 0.07509702252378407 11
89 182 -93 Silver czy ○○○ 754659 0.06409496648749448 0.07509860898379403 60
145 183 -38 Silver N & G ○○ 826470 0.06411552215884132 0.07509903205875981 35
255 184 71 Silver dilzeem 930465 0.0641700910487058 0.07509918214920243 33
102 185 -83 Silver Patrick Chan 694287 0.0640985829598753 0.07509972936831798 68
435 186 249 Silver statlearning 690679 0.06422448313057642 0.07510047731397439 57
114 187 -73 Silver Daniel Burrueco 839749 0.06410300905002234 0.0751015622027148 93
115 188 -73 Silver Vinod Sundaram 941493 0.06410339721369042 0.0751015622838226 20
116 189 -73 Bronze David 3 702102 0.06410339721369042 0.0751015622838226 11
269 190 79 Bronze VictorHBD 914392 0.06417292732558122 0.07510246908134435 26
591 191 400 Bronze Naokazu Mizuta 696436 0.06433430663446256 0.07510248843496166 2
301 192 109 Bronze BUWASoft 889865 0.0641857667836769 0.0751026670140113 72
485 193 292 Bronze Schooled by Randomness! ○○ 724899 0.06425934620447571 0.07510297381651825 17
511 194 317 Bronze idle_speculation 688820 0.06427172638378452 0.07510385005619646 3
194 195 -1 Bronze the1owl 688599 0.06413961929574415 0.07510543735916746 120
141 196 -55 Bronze APTX 849472 0.06411359357174241 0.07510578123374291 10
122 197 -75 Bronze BerndKuhlenschmidt 903186 0.06410567463799878 0.07510579328977061 27
139 198 -59 Bronze pbcquoc 690223 0.06411357503290889 0.07510591708839177 90
544 199 345 Bronze vamin 924309 0.0643002076168302 0.07510626311782805 6
199 200 -1 Bronze liubieqian 932092 0.06414132843352377 0.07510719643423466 32
234 201 33 Bronze See-- 940878 0.06415928587099595 0.0751086805473272 78
105 202 -97 Bronze RunningWolf 695895 0.06409906592803855 0.07510870913579712 63
185 203 -18 Bronze senkin13 716637 0.06413528396743218 0.07511070458623822 64
210 204 6 Bronze Ennn 927368 0.06414283890960963 0.07511099907595839 26
307 205 102 Bronze BayStars ○○○ 901939 0.06418938424704712 0.0751117468994786 15
85 206 -121 Bronze kzhoulatte 720802 0.06409243062838993 0.07511179272837984 38
125 207 -82 Bronze alijs 693689 0.06410855774703036 0.07511233689294873 57
128 208 -80 Bronze PavelTroshenkov 847249 0.06411000439018467 0.07511254358308388 48
130 209 -79 Bronze Dont_Look_Back_In_Anger 923357 0.06411125219394477 0.07511382698117675 9
109 210 -101 Bronze InJokerPro. 896412 0.0640999664326461 0.07511385149172542 42
280 211 69 Bronze 220V ○○○ 791524 0.06417644251864853 0.07511393918007482 171
334 212 122 Bronze fc20042008 825203 0.06419398870118469 0.07511500556133834 24
127 213 -86 Bronze gbEcon 695591 0.06410906501755219 0.07511588793852514 16
117 214 -97 Bronze Pengyu_He 692739 0.06410403740675738 0.07511785414174768 126
177 215 -38 Bronze X&Y ○○ 925800 0.06413137862000891 0.07511951840805105 35
147 216 -69 Bronze JulienLiu 714468 0.06411726086002595 0.07512285997166343 18
152 217 -65 Bronze 勒是雾都 797558 0.06412159938569541 0.075122893321294 57
213 218 -5 Bronze d_kessler 789128 0.06414336880210601 0.07512304324672194 72
406 219 187 Bronze Huashuai Qu 954044 0.06420105027574975 0.0751233023525425 26
401 220 181 Bronze fujiyuu75 855012 0.06419421895568259 0.0751237229588878 19
155 221 -66 Bronze Alex Shvets 961658 0.06412286090390495 0.07512389743823783 27
160 222 -62 Bronze jiawei zhang 691403 0.06412521939447137 0.07512460608382608 44
231 223 8 Bronze vashista.nobaub 764909 0.06415715774462516 0.0751271688254854 128
81 224 -143 Bronze Nooh bin Sikander 917843 0.06409127688475301 0.0751305424225022 111
87 225 -138 Bronze WX 838426 0.06409383587099625 0.07513078033831727 61
283 226 57 Bronze Yez121 824996 0.06417682645897292 0.07513221230794828 38
86 227 -141 Bronze John Wakefield 809844 0.06409342365072418 0.0751333125382015 253
362 228 134 Bronze Tony Wang 956769 0.06419398870118469 0.07513348889151249 5
187 229 -42 Bronze Good Value 696604 0.06413648930451978 0.07513354189620415 39
188 230 -42 Bronze Cris Liu 698335 0.06413665489249616 0.07513578876199142 43
172 231 -59 Bronze Cam Nugent 869180 0.06412909976963574 0.07513605661665809 68
252 232 20 Bronze SlowMovers 835549 0.06416898559653494 0.07513646164921893 41
106 233 -127 Bronze Leandro Coelho 855814 0.06409971163475606 0.07513660743525588 178
295 234 61 Bronze Scirpus 695926 0.06418258977493871 0.0751367686028013 64
200 235 -35 Bronze Gaussians ○○ 894378 0.06414158622202727 0.07513777140109648 98
161 236 -75 Bronze T & C ○○ 825393 0.06412555945590145 0.0751381666174041 96
350 237 113 Bronze yyll008 904085 0.06419398870118469 0.0751404871110955 19
542 238 304 Bronze ClusterFork 689876 0.06429762464219722 0.07514074765592157 169
387 239 148 Bronze Grzegorz Tresz 932844 0.06419398870118469 0.0751409112339246 67
233 240 -7 Bronze DRACARYS: NA NA NA NA NA .. 691601 0.06415900010969715 0.07514094632200312 59
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