Confusion Matrix
Quick Definition
Table visualizing classifier performance by class predictions
Full Definition
A table layout visualizing classifier performance by showing true vs predicted class counts.
Examples
accuracy, precision, recall, F1 score calculation
Related Terms
precision
recall
model-evaluation
More Machine Learning Terms
ROC Curve
Plot showing classifier performance across thresholds
Boosting
Sequentially combining weak learners correcting previous errors
Autoencoder
Neural network learning compressed data representations
Bayesian Optimization
Optimizing expensive functions using a probabilistic model
Gaussian Mixture Model
Probabilistic model using multiple Gaussian distributions
Batch Normalization
Normalizing layer inputs to stabilize and speed up training