{
  "id": 327901,
  "title": "Similar Compeition: Home Credit Default Risk Solutions & Code Summary (🥇Gold Medal)",
  "url": "/competitions/amex-default-prediction/discussion/327901",
  "author_name": "Kritdikoon Woraitthinan",
  "post_date": "2022-05-29T20:27:18.892000",
  "votes": 3,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Similar Competition: Default Prediction<br>\n<a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/overview\" target=\"_blank\">Home Credit Default Risk</a><br>\n-<a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/leaderboard\" target=\"_blank\">Leader Board</a></p>\n<p>Solutions &amp; Code Summary (🥇Gold Medal)</p>\n<table>\n<thead>\n<tr>\n<th>Rank</th>\n<th>Team</th>\n<th>Score</th>\n<th>Explain</th>\n<th>Code</th>\n<th>Paper</th>\n<th>Github</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>Home Aloan</td>\n<td>0.80570</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64821\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/code/ogrellier/lighgbm-with-selected-features\" target=\"_blank\">📕</a> <br> <a href=\"https://www.kaggle.com/code/ogrellier/good-fun-with-ligthgbm\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>2</td>\n<td>ikiri_DS</td>\n<td>0.80561</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64722\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64784\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#380224\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#379891\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64485\" target=\"_blank\">📘</a> <br> <a href=\"https://cdn-ak.f.st-hatena.com/images/fotolife/g/greenwind120170/20180901/20180901083809.png\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/code/titericz/giba-post-processing-user-id-boost/script\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td><a href=\"https://github.com/KazukiOnodera/Home-Credit-Default-Risk\" target=\"_blank\">🔗</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td>alijs &amp; Evgeny</td>\n<td>0.80511</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64596\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>4</td>\n<td>Quad Machine</td>\n<td>0.80474</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64487\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>5</td>\n<td>Kraków, Lublin i Zhabinka</td>\n<td>0.80449</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64625\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/58332\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/57175\" target=\"_blank\">📕</a> <br> <a href=\"https://www.kaggle.com/code/ogrellier/feature-selection-with-null-importances/notebook\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>6</td>\n<td>silver</td>\n<td>0.80419</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>7</td>\n<td>A.Assklou _ Aguiar</td>\n<td>0.80396</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64580\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/code/jsaguiar/lightgbm-7th-place-solution\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>8</td>\n<td>七上八下</td>\n<td>0.80376</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64474\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>9</td>\n<td>International Fit Club</td>\n<td>0.80374</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64536\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>10</td>\n<td>Best Friend Forever: CV</td>\n<td>0.80354</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64598\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>11</td>\n<td>circlecircle</td>\n<td>0.80336</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>12</td>\n<td>楼上神仙打架 ¯_(ツ) _/¯</td>\n<td>0.80329</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64504\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>13</td>\n<td>KazAnova&amp;Dmitry [h2o.ai]</td>\n<td>0.80325</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64593\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td><a href=\"https://github.com/minerva-ml/open-solution-home-credit\" target=\"_blank\">🔗</a></td>\n</tr>\n<tr>\n<td>14</td>\n<td>seagull, Adri and Tomoyo</td>\n<td>0.80312</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64502\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>15</td>\n<td>Give us some credit</td>\n<td>0.80279</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>16</td>\n<td>wl_team</td>\n<td>0.80278</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64505\" target=\"_blank\">📘</a></td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td></td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td>17</td>\n<td>qchemdog</td>\n<td>0.80265</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64503\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td><a href=\"https://github.com/NoxMoon/home-credit-default-risk\" target=\"_blank\">🔗</a></td>\n</tr>\n<tr>\n<td>18</td>\n<td>[ods.ai] gangsters</td>\n<td>0.80226</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>19</td>\n<td>AllMight</td>\n<td>0.80137</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64592\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>20</td>\n<td>Eureka</td>\n<td>0.80130</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>21</td>\n<td>sasakama</td>\n<td>0.80121</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>22</td>\n<td>Katabat</td>\n<td>0.80112</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>23</td>\n<td>Vegetable chicken</td>\n<td>0.80111</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>24</td>\n<td>Abdel _ Arthur</td>\n<td>0.80110</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64548\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n</tbody>\n</table>\n<p>Ref: <a href=\"https://www.kaggle.com/competitions/amex-default-prediction/discussion/327148\" target=\"_blank\">https://www.kaggle.com/competitions/amex-default-prediction/discussion/327148</a></p>\n<blockquote>\n  <p>All credit goes to winners who share solution and notebook<br>\n  Please upvote those notebooks. 👍</p>\n</blockquote>",
  "messages": [
    {
      "id": 1805151,
      "postDate": "2022-05-29T20:27:18.893Z",
      "content": "<p>Similar Competition: Default Prediction<br>\n<a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/overview\" target=\"_blank\">Home Credit Default Risk</a><br>\n-<a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/leaderboard\" target=\"_blank\">Leader Board</a></p>\n<p>Solutions &amp; Code Summary (🥇Gold Medal)</p>\n<table>\n<thead>\n<tr>\n<th>Rank</th>\n<th>Team</th>\n<th>Score</th>\n<th>Explain</th>\n<th>Code</th>\n<th>Paper</th>\n<th>Github</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>Home Aloan</td>\n<td>0.80570</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64821\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/code/ogrellier/lighgbm-with-selected-features\" target=\"_blank\">📕</a> <br> <a href=\"https://www.kaggle.com/code/ogrellier/good-fun-with-ligthgbm\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>2</td>\n<td>ikiri_DS</td>\n<td>0.80561</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64722\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64784\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#380224\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#379891\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/64485\" target=\"_blank\">📘</a> <br> <a href=\"https://cdn-ak.f.st-hatena.com/images/fotolife/g/greenwind120170/20180901/20180901083809.png\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/code/titericz/giba-post-processing-user-id-boost/script\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td><a href=\"https://github.com/KazukiOnodera/Home-Credit-Default-Risk\" target=\"_blank\">🔗</a></td>\n</tr>\n<tr>\n<td>3</td>\n<td>alijs &amp; Evgeny</td>\n<td>0.80511</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64596\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>4</td>\n<td>Quad Machine</td>\n<td>0.80474</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64487\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>5</td>\n<td>Kraków, Lublin i Zhabinka</td>\n<td>0.80449</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64625\" target=\"_blank\">📘</a> <br> <a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/58332\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/c/home-credit-default-risk/discussion/57175\" target=\"_blank\">📕</a> <br> <a href=\"https://www.kaggle.com/code/ogrellier/feature-selection-with-null-importances/notebook\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>6</td>\n<td>silver</td>\n<td>0.80419</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>7</td>\n<td>A.Assklou _ Aguiar</td>\n<td>0.80396</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64580\" target=\"_blank\">📘</a></td>\n<td><a href=\"https://www.kaggle.com/code/jsaguiar/lightgbm-7th-place-solution\" target=\"_blank\">📕</a></td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>8</td>\n<td>七上八下</td>\n<td>0.80376</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64474\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>9</td>\n<td>International Fit Club</td>\n<td>0.80374</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64536\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>10</td>\n<td>Best Friend Forever: CV</td>\n<td>0.80354</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64598\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>11</td>\n<td>circlecircle</td>\n<td>0.80336</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>12</td>\n<td>楼上神仙打架 ¯_(ツ) _/¯</td>\n<td>0.80329</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64504\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>13</td>\n<td>KazAnova&amp;Dmitry [h2o.ai]</td>\n<td>0.80325</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64593\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td><a href=\"https://github.com/minerva-ml/open-solution-home-credit\" target=\"_blank\">🔗</a></td>\n</tr>\n<tr>\n<td>14</td>\n<td>seagull, Adri and Tomoyo</td>\n<td>0.80312</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64502\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>15</td>\n<td>Give us some credit</td>\n<td>0.80279</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>16</td>\n<td>wl_team</td>\n<td>0.80278</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64505\" target=\"_blank\">📘</a></td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td></td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td>17</td>\n<td>qchemdog</td>\n<td>0.80265</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64503\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td><a href=\"https://github.com/NoxMoon/home-credit-default-risk\" target=\"_blank\">🔗</a></td>\n</tr>\n<tr>\n<td>18</td>\n<td>[ods.ai] gangsters</td>\n<td>0.80226</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>19</td>\n<td>AllMight</td>\n<td>0.80137</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64592\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>20</td>\n<td>Eureka</td>\n<td>0.80130</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>21</td>\n<td>sasakama</td>\n<td>0.80121</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>22</td>\n<td>Katabat</td>\n<td>0.80112</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>23</td>\n<td>Vegetable chicken</td>\n<td>0.80111</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n<tr>\n<td>24</td>\n<td>Abdel _ Arthur</td>\n<td>0.80110</td>\n<td><a href=\"https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64548\" target=\"_blank\">📘</a></td>\n<td>-</td>\n<td>-</td>\n<td>-</td>\n</tr>\n</tbody>\n</table>\n<p>Ref: <a href=\"https://www.kaggle.com/competitions/amex-default-prediction/discussion/327148\" target=\"_blank\">https://www.kaggle.com/competitions/amex-default-prediction/discussion/327148</a></p>\n<blockquote>\n  <p>All credit goes to winners who share solution and notebook<br>\n  Please upvote those notebooks. 👍</p>\n</blockquote>",
      "rawMarkdown": "Similar Competition: Default Prediction\n[Home Credit Default Risk](https://www.kaggle.com/competitions/home-credit-default-risk/overview)\n-[Leader Board](https://www.kaggle.com/competitions/home-credit-default-risk/leaderboard)\n\nSolutions & Code Summary (🥇Gold Medal)\n\n| Rank | Team | Score | Explain | Code | Paper | Github |\n| :---: | :---: | :---: | :---: | :---: | :---: | :---: |\n| 1  | Home Aloan | 0.80570 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64821) | [📕](https://www.kaggle.com/code/ogrellier/lighgbm-with-selected-features) <br> [📕](https://www.kaggle.com/code/ogrellier/good-fun-with-ligthgbm) | - | - |\n| 2  | ikiri_DS | 0.80561 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64722) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64784) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#380224) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#379891) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64485) <br> [📘](https://cdn-ak.f.st-hatena.com/images/fotolife/g/greenwind120170/20180901/20180901083809.png) | [📕](https://www.kaggle.com/code/titericz/giba-post-processing-user-id-boost/script) | - | [🔗](https://github.com/KazukiOnodera/Home-Credit-Default-Risk) |\n| 3  | alijs & Evgeny | 0.80511 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64596) | - | - | - |\n| 4  | Quad Machine | 0.80474 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64487) | - | - | - |\n| 5  | Kraków, Lublin i Zhabinka | 0.80449 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64625) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/58332) | [📕](https://www.kaggle.com/c/home-credit-default-risk/discussion/57175) <br> [📕](https://www.kaggle.com/code/ogrellier/feature-selection-with-null-importances/notebook) | - | - |\n| 6  | silver | 0.80419 | - | - | - | - |\n| 7  | A.Assklou _ Aguiar | 0.80396 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64580) | [📕](https://www.kaggle.com/code/jsaguiar/lightgbm-7th-place-solution) | - | - |\n| 8  | 七上八下 | 0.80376 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64474) | - | - | - |\n| 9  | International Fit Club | 0.80374 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64536) | - | - | - |\n| 10  | Best Friend Forever: CV | 0.80354 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64598) | - | - | - |\n| 11  | circlecircle | 0.80336 | - | - | - | - |\n| 12  | 楼上神仙打架 ¯\\_(ツ) _/¯ | 0.80329 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64504) | - | - | - |\n| 13  | KazAnova&Dmitry [h2o.ai] | 0.80325 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64593) | - | - | [🔗](https://github.com/minerva-ml/open-solution-home-credit) |\n| 14  | seagull, Adri and Tomoyo | 0.80312 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64502) | - | - | - |\n| 15  | Give us some credit | 0.80279 | - | - | - | - |\n| 16  | wl_team | 0.80278 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64505)\n | - | - | - |\n| 17  | qchemdog | 0.80265 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64503) | - | - | [🔗](https://github.com/NoxMoon/home-credit-default-risk) |\n| 18  | [ods.ai] gangsters | 0.80226 | - | - | - | - |\n| 19  | AllMight | 0.80137 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64592) | - | - | - |\n| 20  | Eureka | 0.80130 | - | - | - | - |\n| 21  | sasakama | 0.80121 | - | - | - | - |\n| 22  | Katabat | 0.80112 | - | - | - | - |\n| 23  | Vegetable chicken | 0.80111 | - | - | - | - |\n| 24  | Abdel _ Arthur | 0.80110 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64548) | - | - | - |\n\nRef: https://www.kaggle.com/competitions/amex-default-prediction/discussion/327148\n\n> All credit goes to winners who share solution and notebook\nPlease upvote those notebooks. 👍\n",
      "votes": 3
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1805151": "Similar Competition: Default Prediction\n[Home Credit Default Risk](https://www.kaggle.com/competitions/home-credit-default-risk/overview)\n-[Leader Board](https://www.kaggle.com/competitions/home-credit-default-risk/leaderboard)\n\nSolutions & Code Summary (🥇Gold Medal)\n\n| Rank | Team | Score | Explain | Code | Paper | Github |\n| :---: | :---: | :---: | :---: | :---: | :---: | :---: |\n| 1  | Home Aloan | 0.80570 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64821) | [📕](https://www.kaggle.com/code/ogrellier/lighgbm-with-selected-features) <br> [📕](https://www.kaggle.com/code/ogrellier/good-fun-with-ligthgbm) | - | - |\n| 2  | ikiri_DS | 0.80561 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64722) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64784) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#380224) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64722#379891) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/64485) <br> [📘](https://cdn-ak.f.st-hatena.com/images/fotolife/g/greenwind120170/20180901/20180901083809.png) | [📕](https://www.kaggle.com/code/titericz/giba-post-processing-user-id-boost/script) | - | [🔗](https://github.com/KazukiOnodera/Home-Credit-Default-Risk) |\n| 3  | alijs & Evgeny | 0.80511 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64596) | - | - | - |\n| 4  | Quad Machine | 0.80474 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64487) | - | - | - |\n| 5  | Kraków, Lublin i Zhabinka | 0.80449 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64625) <br> [📘](https://www.kaggle.com/c/home-credit-default-risk/discussion/58332) | [📕](https://www.kaggle.com/c/home-credit-default-risk/discussion/57175) <br> [📕](https://www.kaggle.com/code/ogrellier/feature-selection-with-null-importances/notebook) | - | - |\n| 6  | silver | 0.80419 | - | - | - | - |\n| 7  | A.Assklou _ Aguiar | 0.80396 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64580) | [📕](https://www.kaggle.com/code/jsaguiar/lightgbm-7th-place-solution) | - | - |\n| 8  | 七上八下 | 0.80376 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64474) | - | - | - |\n| 9  | International Fit Club | 0.80374 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64536) | - | - | - |\n| 10  | Best Friend Forever: CV | 0.80354 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64598) | - | - | - |\n| 11  | circlecircle | 0.80336 | - | - | - | - |\n| 12  | 楼上神仙打架 ¯\\_(ツ) _/¯ | 0.80329 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64504) | - | - | - |\n| 13  | KazAnova&Dmitry [h2o.ai] | 0.80325 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64593) | - | - | [🔗](https://github.com/minerva-ml/open-solution-home-credit) |\n| 14  | seagull, Adri and Tomoyo | 0.80312 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64502) | - | - | - |\n| 15  | Give us some credit | 0.80279 | - | - | - | - |\n| 16  | wl_team | 0.80278 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64505)\n | - | - | - |\n| 17  | qchemdog | 0.80265 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64503) | - | - | [🔗](https://github.com/NoxMoon/home-credit-default-risk) |\n| 18  | [ods.ai] gangsters | 0.80226 | - | - | - | - |\n| 19  | AllMight | 0.80137 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64592) | - | - | - |\n| 20  | Eureka | 0.80130 | - | - | - | - |\n| 21  | sasakama | 0.80121 | - | - | - | - |\n| 22  | Katabat | 0.80112 | - | - | - | - |\n| 23  | Vegetable chicken | 0.80111 | - | - | - | - |\n| 24  | Abdel _ Arthur | 0.80110 | [📘](https://www.kaggle.com/competitions/home-credit-default-risk/discussion/64548) | - | - | - |\n\nRef: https://www.kaggle.com/competitions/amex-default-prediction/discussion/327148\n\n> All credit goes to winners who share solution and notebook\nPlease upvote those notebooks. 👍\n"
  }
}