python (12.9k questions)

javascript (9.2k questions)

reactjs (4.7k questions)

java (4.2k questions)

java (4.2k questions)

c# (3.5k questions)

c# (3.5k questions)

html (3.3k questions)

Questions - auto-sklearn

How to specify Search Space in Auto-Sklearn

I know how to specify Feature Selection methods and the list of the Algorithms used in Auto-Sklearn 2.0 mdl = autosklearn.classification.AutoSklearnClassifier( include = { 'classifier': [...
test-img

asmgx

python

scikit-learn

hyperparameters

auto-sklearn

Votes: 0

Answers: 1

Latest Answer

You need to edit the config as specified in the docs. In your case it would be something like: cs = mdl.get_configuration_space(X, y) config = cs.sample_configuration() config._values['classifier:rand...
test-img

Always Right Never Left

What is the code for Logistic Regression and MLP

I am trying to use AutoSklearn with a specific list of algorithms Logistic Regression Random Forest Gaussian NB SVC ADA MLP I know I can use these parameters. mdl = autosklearn.classification.AutoSkl...
test-img

asmgx

python

scikit-learn

logistic-regression

mlp

auto-sklearn

Votes: 0

Answers: 1

Latest Answer

The documentation states that the strings used to identify estimators and preprocessors are the filenames without .py. You can find here the model_id you are looking for here. From the documentation M...
test-img

Antoine Dubuis

Posts

Questions

Blogs

Jobs