Tabular: validation set percentage

muellerzr · June 13, 2019, 4:31pm

@mindtrinket @Bliss here is a notebook that shows an example of what to do and not to do via the Lesson 4 Tabular Notebook example:

github.com

muellerzr/FastAI-Test-Set-Generation/blob/master/Labeled_Test_Set.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "lesson4-tabular.ipynb",
      "version": "0.3.2",
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "PcZh_7tRk7ke",

This file has been truncated. show original

This setup also allows us to run ClassificationInterpretation on the test set to analyze what we were missing and by how much