Machine Learning
28 views
Precision Recall
Quick Definition
Metrics measuring positive prediction quality and coverage
Full Definition
Complementary evaluation metrics measuring the quality of positive predictions and coverage of actual positives.
Examples
imbalanced classification, information retrieval, F1 score
Related Terms
confusion-matrix
roc-curve
model-evaluation
More Machine Learning Terms
XGBoost
Optimized gradient boosting library for structured data
Clustering
Grouping similar data points based on feature similarity
Gradient Boosting
Sequential ensemble method correcting previous model errors
Contrastive Learning
Self-supervised learning by contrasting data pairs
UMAP
Fast dimensionality reduction preserving local and global structure
Dropout
Regularization randomly deactivating neurons during training