Hypothesis

6 Matching Annotations

Jan 2021
inria.github.io inria.github.io

Importance of decision tree hyperparameters on generalization — Scikit-learn tutorial

1
1. Phaide 08 Jan 2021
  
  in Public
  
  .
  
  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
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clarity

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Phaide

URL

inria.github.io/scikit-learn-mooc/python_scripts/trees_hyperparameters.html
inria.github.io inria.github.io

✅ Quiz — Scikit-learn tutorial

1
1. Phaide 07 Jan 2021
  
  in Public
  
  l2-regularization
  
  I don't recall seeing that earlier in the course.
  
  clarity
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clarity

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Phaide

URL

inria.github.io/scikit-learn-mooc/linear_models/linear_models_quiz_03.html
inria.github.io inria.github.io

Linear regression without scikit-learn — Scikit-learn tutorial

1
1. Phaide 06 Jan 2021
  
  in Public
  
  Linear regression without scikit-learn
  
  Suggestion: Linear regression preamble or Linear regression intuition or alike.
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Phaide

URL

inria.github.io/scikit-learn-mooc/python_scripts/linear_regression_without_sklearn.html
Dec 2020
inria.github.io inria.github.io

✅ Quiz — Scikit-learn tutorial

1
1. Phaide 31 Dec 2020
  
  in Public
  
  is fast to train
  
  I don't think we mentioned how they behave performance-wise earlier in this module.
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Phaide

URL

inria.github.io/scikit-learn-mooc/overfit/overfitting_vs_under_fitting_quiz.html
inria.github.io inria.github.io

🏁 Wrap-up quiz — Scikit-learn tutorial

1
1. Phaide 31 Dec 2020
  
  in Public
  
  R2
  
  I don't recall seeing that earlier in the course.
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Annotators

Phaide

URL

inria.github.io/scikit-learn-mooc/final_evaluation/predictive_modeling_pipeline_questions.html
inria.github.io inria.github.io

✅ Quiz — Scikit-learn tutorial

1
1. Phaide 31 Dec 2020
  
  in Public
  
  to remove noise when training our model due to a perfect anti-correlation
  
  I don't recall seeing that earlier in the course.
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Annotators

Phaide

URL

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