friederike-schuur-why-your-relationship-is-likely-to-last-or-not-local-interpretable-model.json

{
  "copyright_text": "Standard YouTube License",
  "description": "Complex models (vs. simpler models) capture complex patterns in data and perform at higher accuracy but are less interpretable. Model-agnostic interpretability promises to regain interpretability without sacrificing accuracy. I introduce LIME (Local Interpretable Model-Agnostic Explanations), conceptually and applied to a classification problem: whether couples are likely to stay together, or not.",
  "duration": 2279,
  "language": "eng",
  "recorded": "2017-11-27",
  "related_urls": [
    {
      "label": "schedule",
      "url": "https://pydata.org/nyc2017/schedule/"
    },
    {
      "label": "slides",
      "url": "https://www.slideshare.net/PyData/why-your-relationship-is-likely-to-last-or-not-local-interpretable-modelagnostic-explanations"
    }
  ],
  "speakers": [
    "Friederike Schuur"
  ],
  "tags": [],
  "thumbnail_url": "https://i.ytimg.com/vi/Z3v2c_OysI4/maxresdefault.jpg",
  "title": "Why your relationship is likely to last, or not: Local Interpretable Model-Agnostic Explanations",
  "videos": [
    {
      "type": "youtube",
      "url": "https://www.youtube.com/watch?v=Z3v2c_OysI4"
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}