Index
As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.
A
accuracy 88
Adjusted Rand Index (ARI) 269
advanced clustering techniques 274-276
advanced logistic regression
multiclass logistic regression, evaluating 155
regularized logistic regression model, building 155
results, visualizing 155
agglomerative clustering 261-263
API usage
best practices 11, 12
Area Under the Curve (AUC) 153
artifact 332
B
Bag of Words (BoW) 218, 220
BentoML
URL 343
bias-variance trade-off 112
bootstrap aggregating (bagging) 193-197
C
Calinski-Harabasz index 270
categorical variables 15
ColumnTransformer() 29-31
encoding 25-27
encoding, with LabelEncoder() technique 29
encoding, with label encoding 28
encoding, with OneHotEncoder() technique 27
encoding, with One-hot encoding 27, 28
types 25
...
