Machine Learning
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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
Bias-Variance Tradeoff
The tension between model simplicity and complexity errors
Dropout
Regularization randomly deactivating neurons during training
Feature Selection
Identifying the most relevant features for model training
Imbalanced Learning
Handling datasets with unequal class distributions
ARIMA
Statistical model for time series analysis and forecasting
Linear Regression
Modeling variable relationships by fitting a linear equation