Marc Claesen's user avatar
Marc Claesen's user avatar
Marc Claesen's user avatar
Marc Claesen
  • Member for 9 years, 4 months
  • Last seen more than 1 year ago
93 votes

Why the sudden fascination with tensors?

77 votes
Accepted

Linear kernel and non-linear kernel for support vector machine?

47 votes
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Why downsample?

36 votes
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Why use gradient descent with neural networks?

35 votes
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Area under the ROC curve or area under the PR curve for imbalanced data?

34 votes
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What is the loss function of hard margin SVM?

28 votes
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Advantages of Particle Swarm Optimization over Bayesian Optimization for hyperparameter tuning?

27 votes

Why is "statistically significant" not enough?

24 votes

Feature map for the Gaussian kernel

22 votes

What are the theoretical guarantees of bagging

20 votes
Accepted

How to predict outcome with only positive cases as training?

20 votes
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Does Support Vector Machine handle imbalanced Dataset?

20 votes
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What are the limitations of Kernel methods and when to use kernel methods?

19 votes
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A way to maintain classifier's recall while improving precision

18 votes

Why is logistic regression called a machine learning algorithm?

18 votes
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When using SVMs, why do I need to scale the features?

17 votes

Why splitting the data into the training and testing set is not enough

17 votes
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ROC curves for unbalanced datasets

16 votes
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Are precision and recall supposed to be monotonic to classification threshold

15 votes

Class imbalance in Supervised Machine Learning

15 votes
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What is AUC of PR-curve?

15 votes
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Where can I read about gamma coefficient in SVM in scikit-learn?

14 votes

Guideline to select the hyperparameters in Deep Learning

13 votes

Open source libraries in science

13 votes
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Output of Scikit SVM in multiclass classification always gives same label

13 votes
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Classifier with adjustable precision vs recall

12 votes
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Machine learning classifiers

11 votes
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How to form a Precision-Recall curve when I only have one value for P-R?

10 votes

Comparison of machine learning algorithms

10 votes
Accepted

Why does Bagging improve accuracy?

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