smote

AttributeError: module 'sklearn.metrics._dist_metrics' has no attribute 'DatasetsPair' Question: I’m trying to balanced my data on jupyter-notebook, using SMOTE: from imblearn import over_sampling from imblearn.over_sampling import SMOTE balanced = SMOTE() x_balanced , y_balanced = balanced.fit_resample(X_train,y_train) but I’m getting the following error on the first line – AttributeError: module ‘sklearn.metrics._dist_metrics’ has no attribute ‘DatasetsPair’ Why am I …

cannot import name 'SMOTEN' from 'imblearn.over_sampling' Question: SMOTE and SMOTENC is working. But unable to use SMOTEN. I tried solution in this. But still only for SMOTEN it returns the error, ImportError: cannot import name ‘SMOTEN’ from ‘imblearn.over_sampling’. I am using Jupyter Notebook and below is the snippet of error returned. ImportError Traceback (most recent …

SMOTE – could not convert string to float Question: I think I’m missing something in the code below. from sklearn.model_selection import train_test_split from imblearn.over_sampling import SMOTE # Split into training and test sets # Testing Count Vectorizer X = df[[‘Spam’]] y = df[‘Value’] X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=40) X_resample, y_resampled = …