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Showing posts with the label Scikit Learn

Cannot Import Name "is_sklearn_available" From "transformers.data"

I installed the package sentence_transformers via conda. It was successful; however, I cannot load … Read more Cannot Import Name "is_sklearn_available" From "transformers.data"

Tfidfvectorizer - How Can I Check Out Processed Tokens?

How can I check the strings tokenized inside TfidfVertorizer()? If I don't pass anything in th… Read more Tfidfvectorizer - How Can I Check Out Processed Tokens?

Issue With Cross Validation

I want to use leave one out cross validation. But i am getting below error: AttributeError … Read more Issue With Cross Validation

Ml Model Not Predicting Properly

I am trying to create an ML model (regression) using various techniques like SMR, Logistic Regressi… Read more Ml Model Not Predicting Properly

Python Scikit Learn Pca.explained_variance_ratio_ Cutoff

When choosing the number of principal components (k), we choose k to be the smallest value so that … Read more Python Scikit Learn Pca.explained_variance_ratio_ Cutoff

Sklearn Standardscaler Returns All Zeros

I have a sklearn StandardScaler saved from a previous model and am trying to apply it to new data s… Read more Sklearn Standardscaler Returns All Zeros

Why Does Calibratedclassifiercv Underperform A Direct Classifer?

I noticed that sklearn's new CalibratedClassifierCV seems to underperform the direct base_estim… Read more Why Does Calibratedclassifiercv Underperform A Direct Classifer?

Use Sklearn To Find String Similarity Between Two Texts With Large Group Of Documents

Given a large set of documents (book titles, for example), how to compare two book titles that are … Read more Use Sklearn To Find String Similarity Between Two Texts With Large Group Of Documents