Machine Learning
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ROC Curve
Quick Definition
Plot showing classifier performance across thresholds
Full Definition
A graphical plot showing classifier performance across all classification thresholds using true and false positive rates.
Examples
model comparison, threshold selection, AUC scoring
Related Terms
confusion-matrix
model-evaluation
More Machine Learning Terms
Markov Chain
Stochastic model where events depend only on previous state
Time Series Analysis
Analyzing time-ordered data for patterns and forecasting
Survival Analysis
Statistical methods analyzing time until an event occurs
Clustering
Grouping similar data points based on feature similarity
A/B Testing
Statistical method comparing two versions for performance
Data Augmentation
Artificially increasing training data through modified copies