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
activation function 153
Adaptive Synthetic Sampling (ADASYN) 47
aggregating 92
algorithm-based techniques
deeper neural networks 240
regularization techniques 239
Siamese networks 239
threshold adjustment 240
Amazon
oversampling techniques, in production 46
anomaly detection 27
artificial intelligence 4
average precision 18
B
backpropagation 155
bagging techniques for imbalanced data 91-95
balanced accuracy score 13
batch normalization 158
beta calibration 293
binary classification 264
boosting methods
performance comparison...
