list of all classification algorithms

Question

I have a classification problem and I would like to test all the available algorithms to test their performance in tackling the problem. If you know any classification algo

Answer 1

Here's a more up-to-date solution:

from sklearn.utils import all_estimators

estimators = all_estimators(type_filter='classifier')

all_clfs = []
for name, ClassifierClass in estimators:
    print('Appending', name)
    try:
        clf = ClassifierClass()
        all_clfs.append(clf)
    except Exception as e:
        print('Unable to import', name)
        print(e)

UPDATE The previous code stopped working because some estimators required an estimator as init parameter. Hence I updated the code with a try...except. Here's a colab code with it working.