Building ML Models for Mixed Data
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Category: Machine Learning
Gower Distance for Mixed Data
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Why are Micro Precision and Micro Recall Same for Multiclass Models?
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Macro, Micro and Weighted F1 Score
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Inverse Propensity Weighing (IPW)
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What is Rejection Sampling?
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BERT vs Word2Vec Embeddings
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This video talks about two of the popular word embeddings BERT and Word2Vec and explains the differences and when it makes sense to use each.
When to Not Remove Stopwords?
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What are stopwords? Why do we typically remove them? When does it make sense to remove stop words? When does it not make sense to remove stopwords?
Multivariate Imputation of Missing Values
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Missing Value Imputation with Mean Median and Mode
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