Glossary

ACID
API
Ascertainment Bias
Bootstrapping
Confusion Matrix
Dashboards
Data Integration
Data Lakehouse
Data Leakage
Data Mart
Data Mesh
Data Shift
Data Warehouse
Linear Regression
Performance Metrics in Machine Learning
Performance Metrics: Accuracy
Performance Metrics: Balanced Accuracy
Performance Metrics: Classification Success Index
Performance Metrics: Diagnostic Odds Ratio
Performance Metrics: F1-Score
Performance Metrics: False Discovery Rate
Performance Metrics: False Negative Rate
Performance Metrics: False Omission Rate
Performance Metrics: False Positive Rate
Performance Metrics: Jaccard Index
Performance Metrics: Matthews Correlation Coefficient
Performance Metrics: Misclassification Rate
Performance Metrics: Negative Likelihood Ratio
Performance Metrics: Negative Predictive Value
Performance Metrics: Positive Likelihood Ratio
Performance Metrics: Positive Predictive Value
Performance Metrics: The Fowlkes-Mallows Index
Performance Metrics: True Negative Rate
Performance Metrics: True Positive Rate
Performance Metrics: Youden’s Index
Prevalence
Self-Service Analytics