{
  "id": 152508,
  "title": "Ensembling 10 CNN's using keras .997(top 7%) ",
  "url": "/competitions/digit-recognizer/discussion/152508",
  "author_name": "Ramakrishnan",
  "post_date": "2020-05-20T06:49:38.500000",
  "votes": 3,
  "comment_count": 8,
  "views": null,
  "content": "<p>I ensembled predictions of 10 cnn's and got 99.7 accuracy the link to my work is given <a href=\"https://www.github.com/ramakrishnan-21/MNIST-dataset\">here</a></p>",
  "messages": [
    {
      "id": 854625,
      "postDate": "2020-05-20T06:49:38.500Z",
      "content": "<p>I ensembled predictions of 10 cnn's and got 99.7 accuracy the link to my work is given <a href=\"https://www.github.com/ramakrishnan-21/MNIST-dataset\">here</a></p>",
      "rawMarkdown": "I ensembled predictions of 10 cnn's and got 99.7 accuracy the link to my work is given [here](https://www.github.com/ramakrishnan-21/MNIST-dataset)",
      "votes": 3
    },
    {
      "id": 921944,
      "postDate": "2020-07-09T17:08:56.380Z",
      "content": "<p>great!!!</p>",
      "rawMarkdown": "great!!!",
      "replies": [
        {
          "id": 961342,
          "postDate": "2020-08-07T05:29:26.983Z",
          "content": "<p>Thanks mate</p>",
          "rawMarkdown": "Thanks mate"
        }
      ]
    },
    {
      "id": 914703,
      "postDate": "2020-07-04T06:45:02.973Z",
      "content": "<p>Nice work!</p>",
      "rawMarkdown": "Nice work!",
      "replies": [
        {
          "id": 961343,
          "postDate": "2020-08-07T05:29:37.493Z",
          "content": "<p>Thanks mate</p>",
          "rawMarkdown": "Thanks mate"
        }
      ]
    },
    {
      "id": 875979,
      "postDate": "2020-06-06T10:34:20.423Z",
      "content": "<p>Thanks Ramakrishnan,\nI did mostly similar what you have done, except that I didn't reshape my dataframe. I hardly got 93% accuracy. Did reshape make this much difference?\nRegards,</p>",
      "rawMarkdown": "Thanks Ramakrishnan,\nI did mostly similar what you have done, except that I didn't reshape my dataframe. I hardly got 93% accuracy. Did reshape make this much difference?\nRegards,",
      "replies": [
        {
          "id": 899746,
          "postDate": "2020-06-24T12:28:20.110Z",
          "content": "<p>Hi Ram Kinkar Pandey. Yes reshaping the dataframe makes a difference then only the filters we add at cnn works efficiently.</p>",
          "rawMarkdown": "Hi Ram Kinkar Pandey. Yes reshaping the dataframe makes a difference then only the filters we add at cnn works efficiently.",
          "votes": 1
        }
      ]
    },
    {
      "id": 854635,
      "postDate": "2020-05-20T06:59:39.673Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 858840,
      "postDate": "2020-05-23T21:16:01.073Z",
      "content": "<p>Thanks</p>",
      "rawMarkdown": "Thanks"
    }
  ],
  "comments": [
    {
      "id": 921944,
      "author_name": "Venkatesh D",
      "author_url": "",
      "post_date": "2020-07-09T17:08:56.380000",
      "content": "<p>great!!!</p>",
      "votes": 0,
      "replies": [
        {
          "id": 961342,
          "author_name": "Ramakrishnan",
          "author_url": "",
          "post_date": "2020-08-07T05:29:26.983000",
          "content": "<p>Thanks mate</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 914703,
      "author_name": "Oritseweyinmi Henry Ajagbawa",
      "author_url": "",
      "post_date": "2020-07-04T06:45:02.973000",
      "content": "<p>Nice work!</p>",
      "votes": 0,
      "replies": [
        {
          "id": 961343,
          "author_name": "Ramakrishnan",
          "author_url": "",
          "post_date": "2020-08-07T05:29:37.493000",
          "content": "<p>Thanks mate</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 875979,
      "author_name": "Ram Kinkar Pandey",
      "author_url": "",
      "post_date": "2020-06-06T10:34:20.423000",
      "content": "<p>Thanks Ramakrishnan,\nI did mostly similar what you have done, except that I didn't reshape my dataframe. I hardly got 93% accuracy. Did reshape make this much difference?\nRegards,</p>",
      "votes": 0,
      "replies": [
        {
          "id": 899746,
          "author_name": "Ramakrishnan",
          "author_url": "",
          "post_date": "2020-06-24T12:28:20.110000",
          "content": "<p>Hi Ram Kinkar Pandey. Yes reshaping the dataframe makes a difference then only the filters we add at cnn works efficiently.</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 854635,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-05-20T06:59:39.673000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 858840,
      "author_name": "Alfredo Maussa",
      "author_url": "",
      "post_date": "2020-05-23T21:16:01.073000",
      "content": "<p>Thanks</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "854625": "I ensembled predictions of 10 cnn's and got 99.7 accuracy the link to my work is given [here](https://www.github.com/ramakrishnan-21/MNIST-dataset)",
    "921944": "great!!!",
    "914703": "Nice work!",
    "875979": "Thanks Ramakrishnan,\nI did mostly similar what you have done, except that I didn't reshape my dataframe. I hardly got 93% accuracy. Did reshape make this much difference?\nRegards,",
    "854635": "",
    "858840": "Thanks"
  }
}