{
  "id": "1708.07826",
  "version": "v1",
  "published": "2017-08-24T20:19:20.000Z",
  "updated": "2017-08-24T20:19:20.000Z",
  "title": "Logistic Regression as Soft Perceptron Learning",
  "authors": [
    "Raul Rojas"
  ],
  "comment": "3 pages",
  "categories": [
    "stat.ML"
  ],
  "abstract": "We comment on the fact that gradient ascent for logistic regression has a connection with the perceptron learning algorithm. Logistic learning is the \"soft\" variant of perceptron learning.",
  "revisions": [
    {
      "version": "v1",
      "updated": "2017-08-24T20:19:20.000Z"
    }
  ],
  "analyses": {
    "subjects": [
      "62M45",
      "68Q32",
      "K.3.2",
      "I.5.1"
    ],
    "keywords": [
      "logistic regression",
      "soft perceptron learning",
      "gradient ascent",
      "perceptron learning algorithm"
    ],
    "note": {
      "typesetting": "TeX",
      "pages": 3,
      "language": "en",
      "license": "arXiv",
      "status": "editable"
    }
  }
}