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  1. Difference between scikit-learn and sklearn (now deprecated)

    Regarding the difference sklearn vs. scikit-learn: The package "scikit-learn" is recommended to be installed using pip install scikit-learn but in your code imported using import sklearn. A bit confusing, …

  2. How to extract the decision rules from scikit-learn decision-tree?

    Here is a function, printing rules of a scikit-learn decision tree under python 3 and with offsets for conditional blocks to make the structure more readable: def print_decision_tree(tree, …

  3. How to upgrade scikit-learn package in anaconda - Stack Overflow

    conda list scikit-learn It should now display the current (and desired) version of the scikit-learn library. For me personally, I tried using the conda command to update the scikit-learn library and it acted as …

  4. Stratified Train/Test-split in scikit-learn - Stack Overflow

    Scikit-learn provides two modules for Stratified Splitting: StratifiedKFold : This module is useful as a direct k-fold cross-validation operator: as in it will set up n_folds training/testing sets such that …

  5. scikit-learn .predict() default threshold - Stack Overflow

    Scikit-learn classifiers generally choose the predicted class by taking the of scores/probabilities (see LogisticRegression and DecisionTreeClassifier). For , the is equal to using a 0.5 threshold on …

  6. ModuleNotFoundError: No module named 'sklearn' - Stack Overflow

    Sep 8, 2017 · I want to import scikit-learn, but there isn't any module apparently: ModuleNotFoundError: No module named 'sklearn' I am using Anaconda and Python 3.6.1. When I use the command: …

  7. Find p-value (significance) in scikit-learn LinearRegression

    Jan 13, 2015 · Find p-value (significance) in scikit-learn LinearRegression Asked 11 years ago Modified 2 years, 3 months ago Viewed 444k times

  8. Is it possible to specify your own distance function using scikit-learn ...

    Apr 3, 2011 · Is it possible to specify your own distance function using scikit-learn K-Means Clustering? Asked 14 years, 10 months ago Modified 2 years, 1 month ago Viewed 139k times

  9. Save a decision tree model in scikit-learn - Stack Overflow

    Oct 1, 2014 · I'm building a decision tree using Scikit-Learn in Python. I've trained the model on a particular dataset and now I want to save this decision tree so that it can be used later. How to do this?

  10. How to use pickle to save sklearn model - Stack Overflow

    Feb 26, 2019 · In the specific case of scikit-learn, it may be better to use joblib’s replacement of pickle (dump & load), which is more efficient on objects that carry large numpy arrays internally as is often …