AI-Driven Anomaly Detection for Data Quality

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Documentation for package ‘autoFlagR’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

calculate_benchmark_metrics	Calculate Benchmarking Metrics
calculate_feature_importance	Calculate Feature Importance for Anomalies
create_rmd_template	Create R Markdown Template
extract_benchmark_metrics	Extract Benchmark Metrics from Scored Data
flag_top_anomalies	Flag Top Anomalies Based on Score Threshold
generate_audit_report	Generate Automated Data Quality Audit Report
get_top_anomalies	Get Top Anomalous Records
prep_for_anomaly	Prepare Data for Anomaly Detection
score_anomaly	Score Anomalies Using Unsupervised Machine Learning