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Problem with pipeline.fit() about mlblocks HOT 2 CLOSED

NajatAbd avatar NajatAbd commented on May 31, 2024
Problem with pipeline.fit()

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Comments (2)

csala avatar csala commented on May 31, 2024

Thanks for your feedback @NajatAbd

I have tried reproducing the error running python 3.6 in Linux and everything works as expected:

In [1]: from sklearn.datasets import load_iris
   ...: from sklearn.model_selection import train_test_split
   ...: from mlblocks import MLPipeline
   ...: import pandas as pd
   ...: 
   ...: 

In [2]: primitives = [
   ...:      'sklearn.preprocessing.StandardScaler',
   ...:     'sklearn.ensemble.RandomForestClassifier'
   ...:  ]
   ...: pipeline = MLPipeline(primitives)
   ...:  

In [3]: iris = load_iris()
   ...: 
   ...: X_train, X_test, y_train, y_test = train_test_split(iris.data, iris.target,  test_size=0.2,random_state=7)
   ...: 
   ...: 

In [4]: pipeline.fit(X_train, y_train)
   ...: 

So, I suspect that this is either a Mac OSX issue or a version mismatch.

What version of scikit-learn are you using? I'm on 0.19.2:

$ pip freeze | grep scikit-learn
scikit-learn==0.19.2

from mlblocks.

NajatAbd avatar NajatAbd commented on May 31, 2024

Thank you! The code is now working just fine..

from mlblocks.

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