{
  "id": 13476,
  "title": "Hats off to Little Boat !!",
  "url": "/competitions/malware-classification/discussion/13476",
  "author_name": "",
  "post_date": "2015-04-18T00:09:32.677Z",
  "votes": 12,
  "comment_count": 21,
  "views": 3408,
  "content": "<p>You got us both a golden name and a golden feature!!</p>\n<p>p.s.&nbsp;and your golden model !!!</p>",
  "messages": [
    {
      "id": "72201",
      "postDate": "04/18/2015 00:09:32",
      "content": "<p>You got us both a golden name and a golden feature!!</p>\n<p>p.s.&nbsp;and your golden model !!!</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72203",
      "postDate": "04/18/2015 00:10:30",
      "content": "<p>You again... Congrats :)</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72204",
      "postDate": "04/18/2015 00:10:57",
      "content": "<p>Congrats :)</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72205",
      "postDate": "04/18/2015 00:11:13",
      "content": "<p>Congrats for winning again! Now we will have to replicate....</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72206",
      "postDate": "04/18/2015 00:19:36",
      "content": "<p>Congrats! :)</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72207",
      "postDate": "04/18/2015 00:20:55",
      "content": "<p>Say no to overfitting lives up to the name. Congrats folks.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72213",
      "postDate": "04/18/2015 00:33:51",
      "content": "<p>You have all my respect as well @rcarson!&nbsp;Your passion about this is the true key man.</p>\n<p>So hats off to you!</p>\n<p>And congrats to KazAnova team and Mikhail team!&nbsp;</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72214",
      "postDate": "04/18/2015 00:34:48",
      "content": "<p>Congratulation! &nbsp;I love the name too. &nbsp;I'm trying to swear off the overfitting addiction, especially after my 114 place Public-to-Private leaderboard drop in the BCI competition.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72215",
      "postDate": "04/18/2015 00:38:42",
      "content": "<p>[quote=Little Boat;72213]</p>\n<p>And congrats to KazAnova team and Mikhail team!&nbsp;</p>\n<p>[/quote]</p>\n<p>Thank you -the Force was with us, what can I say. Well done again!</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72218",
      "postDate": "04/18/2015 00:47:09",
      "content": "<p>Well done, congratulations!</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72223",
      "postDate": "04/18/2015 01:26:57",
      "content": "<p>Congratulations to Little Boat, rcarson and Xueer Chen. I would also like to congratulate Marios &amp; Gert and Mikhail &amp; Dmitry &amp; Stanislav. You all beat me but I couldn't be more happier with my 4th place finish.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72252",
      "postDate": "04/18/2015 08:43:15",
      "content": "<p>Congrats guys, amazing fitting. I should learn how not to over fit from you.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72262",
      "postDate": "04/18/2015 11:12:56",
      "content": "<p>Congrats guys ! I did not expect such a shake-up. A real&nbsp;home-made cross-validation is the only thing we should trust ;)</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72265",
      "postDate": "04/18/2015 11:25:10",
      "content": "<p>Congrats to the winners, new Kaggle masters and all competitors! Shame this dataset did not fit on my HD. If you tell me all your tricks I may try this dataset in the future.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72272",
      "postDate": "04/18/2015 13:21:08",
      "content": "<p>[quote=Triskelion;72265]</p>\n<p>Congrats to the winners, new Kaggle masters and all competitors! Shame this dataset did not fit on my HD. If you tell me all your tricks I may try this dataset in the future.</p>\n<p>[/quote]</p>\n<p>mine too :-( &nbsp; &nbsp;</p>\n<p>rented a server on aws</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72291",
      "postDate": "04/18/2015 14:52:28",
      "content": "<p>Congratulation to the winners. I&nbsp;really like&nbsp;to know about your&nbsp;features.</p>\n<p>Triskelion &amp; Karan:</p>\n<p>You could work with the zip version of each sample. The total space you needed is&nbsp;around 50GB.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72296",
      "postDate": "04/18/2015 15:48:28",
      "content": "<p>[quote=Mansour Ahmadi;72291]</p>\n<p>Congratulation to the winners. I&nbsp;really like&nbsp;to know about your&nbsp;features.</p>\n<p>Triskelion &amp; Karan:</p>\n<p>You could work with the zip version of each sample. The total space you needed is&nbsp;around 50GB.</p>\n<p>[/quote]</p>\n<p>how long did your best model took to execute that way?</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72300",
      "postDate": "04/18/2015 16:01:49",
      "content": "<p>[quote=Karan;72296]</p>\n<p>how long did your best model took to execute that way?</p>\n<p>[/quote]</p>\n<p>The zip files are needed for feature extraction. It depends to the type and number of features.&nbsp;On average, I think about 1 hour for about 20 features. I want to&nbsp;share my code in near future after I clean them a bit :D . You can try it if you like :-)</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72305",
      "postDate": "04/18/2015 16:26:29",
      "content": "<p>Congrats rcarson and KazAnova&nbsp;teams :) Eager&nbsp;for your solutions.</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72317",
      "postDate": "04/18/2015 18:16:15",
      "content": "<p>Thank you all very much!&nbsp;Our solution is briefly posted <a href=\"http://www.kaggle.com/c/malware-classification/forums/t/13490/say-no-to-overfitting-approaches-sharing/72314#post72314\">here</a>, we'll provide documents and codes later, thank you!</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "72330",
      "postDate": "04/18/2015 19:35:03",
      "content": "<p>[quote=Dmitry Ulyanov;72305]</p>\n<p>Congrats rcarson and KazAnova&nbsp;teams :) Eager&nbsp;for your solutions.</p>\n<p>[/quote]</p>\n<p>ours is briefly mentioned here too:</p>\n<p>www.kaggle.com/c/malware-classification/forums/t/13490/say-no-to-overfitting-approaches-sharing/72329#post72329</p>",
      "rawMarkdown": "",
      "votes": null
    },
    {
      "id": "73001",
      "postDate": "04/21/2015 18:35:46",
      "content": "<p>big congratulations!</p>",
      "rawMarkdown": "",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 72203,
      "author_name": "romainayres",
      "author_url": "",
      "post_date": "04/18/2015 00:10:30",
      "content": "<p>You again... Congrats :)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72204,
      "author_name": "gmilosev",
      "author_url": "",
      "post_date": "04/18/2015 00:10:57",
      "content": "<p>Congrats :)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72205,
      "author_name": "kazanova",
      "author_url": "",
      "post_date": "04/18/2015 00:11:13",
      "content": "<p>Congrats for winning again! Now we will have to replicate....</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72206,
      "author_name": "mikhailtrofimov",
      "author_url": "",
      "post_date": "04/18/2015 00:19:36",
      "content": "<p>Congrats! :)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72207,
      "author_name": "mikeskim",
      "author_url": "",
      "post_date": "04/18/2015 00:20:55",
      "content": "<p>Say no to overfitting lives up to the name. Congrats folks.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72213,
      "author_name": "xiaozhouwang",
      "author_url": "",
      "post_date": "04/18/2015 00:33:51",
      "content": "<p>You have all my respect as well @rcarson!&nbsp;Your passion about this is the true key man.</p>\n<p>So hats off to you!</p>\n<p>And congrats to KazAnova team and Mikhail team!&nbsp;</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72214,
      "author_name": "davidshinn",
      "author_url": "",
      "post_date": "04/18/2015 00:34:48",
      "content": "<p>Congratulation! &nbsp;I love the name too. &nbsp;I'm trying to swear off the overfitting addiction, especially after my 114 place Public-to-Private leaderboard drop in the BCI competition.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72215,
      "author_name": "kazanova",
      "author_url": "",
      "post_date": "04/18/2015 00:38:42",
      "content": "<p>[quote=Little Boat;72213]</p>\n<p>And congrats to KazAnova team and Mikhail team!&nbsp;</p>\n<p>[/quote]</p>\n<p>Thank you -the Force was with us, what can I say. Well done again!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72218,
      "author_name": "davidtran",
      "author_url": "",
      "post_date": "04/18/2015 00:47:09",
      "content": "<p>Well done, congratulations!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72223,
      "author_name": "ivicajovic",
      "author_url": "",
      "post_date": "04/18/2015 01:26:57",
      "content": "<p>Congratulations to Little Boat, rcarson and Xueer Chen. I would also like to congratulate Marios &amp; Gert and Mikhail &amp; Dmitry &amp; Stanislav. You all beat me but I couldn't be more happier with my 4th place finish.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72252,
      "author_name": "pbkaran",
      "author_url": "",
      "post_date": "04/18/2015 08:43:15",
      "content": "<p>Congrats guys, amazing fitting. I should learn how not to over fit from you.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72262,
      "author_name": "rejulien",
      "author_url": "",
      "post_date": "04/18/2015 11:12:56",
      "content": "<p>Congrats guys ! I did not expect such a shake-up. A real&nbsp;home-made cross-validation is the only thing we should trust ;)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72265,
      "author_name": "triskelion",
      "author_url": "",
      "post_date": "04/18/2015 11:25:10",
      "content": "<p>Congrats to the winners, new Kaggle masters and all competitors! Shame this dataset did not fit on my HD. If you tell me all your tricks I may try this dataset in the future.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72272,
      "author_name": "pbkaran",
      "author_url": "",
      "post_date": "04/18/2015 13:21:08",
      "content": "<p>[quote=Triskelion;72265]</p>\n<p>Congrats to the winners, new Kaggle masters and all competitors! Shame this dataset did not fit on my HD. If you tell me all your tricks I may try this dataset in the future.</p>\n<p>[/quote]</p>\n<p>mine too :-( &nbsp; &nbsp;</p>\n<p>rented a server on aws</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72291,
      "author_name": "mahmadi",
      "author_url": "",
      "post_date": "04/18/2015 14:52:28",
      "content": "<p>Congratulation to the winners. I&nbsp;really like&nbsp;to know about your&nbsp;features.</p>\n<p>Triskelion &amp; Karan:</p>\n<p>You could work with the zip version of each sample. The total space you needed is&nbsp;around 50GB.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72296,
      "author_name": "pbkaran",
      "author_url": "",
      "post_date": "04/18/2015 15:48:28",
      "content": "<p>[quote=Mansour Ahmadi;72291]</p>\n<p>Congratulation to the winners. I&nbsp;really like&nbsp;to know about your&nbsp;features.</p>\n<p>Triskelion &amp; Karan:</p>\n<p>You could work with the zip version of each sample. The total space you needed is&nbsp;around 50GB.</p>\n<p>[/quote]</p>\n<p>how long did your best model took to execute that way?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72300,
      "author_name": "mahmadi",
      "author_url": "",
      "post_date": "04/18/2015 16:01:49",
      "content": "<p>[quote=Karan;72296]</p>\n<p>how long did your best model took to execute that way?</p>\n<p>[/quote]</p>\n<p>The zip files are needed for feature extraction. It depends to the type and number of features.&nbsp;On average, I think about 1 hour for about 20 features. I want to&nbsp;share my code in near future after I clean them a bit :D . You can try it if you like :-)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72305,
      "author_name": "dulyanov",
      "author_url": "",
      "post_date": "04/18/2015 16:26:29",
      "content": "<p>Congrats rcarson and KazAnova&nbsp;teams :) Eager&nbsp;for your solutions.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72317,
      "author_name": "jiweiliu",
      "author_url": "",
      "post_date": "04/18/2015 18:16:15",
      "content": "<p>Thank you all very much!&nbsp;Our solution is briefly posted <a href=\"http://www.kaggle.com/c/malware-classification/forums/t/13490/say-no-to-overfitting-approaches-sharing/72314#post72314\">here</a>, we'll provide documents and codes later, thank you!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 72330,
      "author_name": "kazanova",
      "author_url": "",
      "post_date": "04/18/2015 19:35:03",
      "content": "<p>[quote=Dmitry Ulyanov;72305]</p>\n<p>Congrats rcarson and KazAnova&nbsp;teams :) Eager&nbsp;for your solutions.</p>\n<p>[/quote]</p>\n<p>ours is briefly mentioned here too:</p>\n<p>www.kaggle.com/c/malware-classification/forums/t/13490/say-no-to-overfitting-approaches-sharing/72329#post72329</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 73001,
      "author_name": "phunter",
      "author_url": "",
      "post_date": "04/21/2015 18:35:46",
      "content": "<p>big congratulations!</p>",
      "votes": null,
      "replies": []
    }
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