6 Matching Annotations
  1. Jan 2021
  2. inria.github.io inria.github.io
    Importance of decision tree hyperparameters on generalization — Scikit-learn tutorial
    1
    1. Phaide 08 Jan 2021
      .

      Only one hyperparameter was seen during this section.

      We should either add a few lines describing some other hyperparameters, or clearly dedicate this section to max_depth.

      clarity
    Visit annotations in context

    Tags

    Annotators

    URL

    inria.github.io/scikit-learn-mooc/python_scripts/trees_hyperparameters.html
  3. inria.github.io inria.github.io
    ✅ Quiz — Scikit-learn tutorial
    1
    1. Phaide 07 Jan 2021
      l2-regularization

      I don't recall seeing that earlier in the course.

      clarity
    Visit annotations in context

    Tags

    Annotators

    URL

    inria.github.io/scikit-learn-mooc/linear_models/linear_models_quiz_03.html
  4. inria.github.io inria.github.io
    Linear regression without scikit-learn — Scikit-learn tutorial
    1
    1. Phaide 06 Jan 2021
      Linear regression without scikit-learn

      Suggestion: Linear regression preamble or Linear regression intuition or alike.

    Visit annotations in context

    Annotators

    URL

    inria.github.io/scikit-learn-mooc/python_scripts/linear_regression_without_sklearn.html
  5. Dec 2020
  6. inria.github.io inria.github.io
    ✅ Quiz — Scikit-learn tutorial
    1
    1. Phaide 31 Dec 2020
      is fast to train

      I don't think we mentioned how they behave performance-wise earlier in this module.

    Visit annotations in context

    Annotators

    URL

    inria.github.io/scikit-learn-mooc/overfit/overfitting_vs_under_fitting_quiz.html
  7. inria.github.io inria.github.io
    🏁 Wrap-up quiz — Scikit-learn tutorial
    1
    1. Phaide 31 Dec 2020
      R2

      I don't recall seeing that earlier in the course.

    Visit annotations in context

    Annotators

    URL

    inria.github.io/scikit-learn-mooc/final_evaluation/predictive_modeling_pipeline_questions.html
  8. inria.github.io inria.github.io
    ✅ Quiz — Scikit-learn tutorial
    1
    1. Phaide 31 Dec 2020
      to remove noise when training our model due to a perfect anti-correlation

      I don't recall seeing that earlier in the course.

    Visit annotations in context

    Annotators

    URL

    inria.github.io/scikit-learn-mooc/predictive_modeling_pipeline/03_categorical_pipeline_quiz.html