Workshop 13 RapidMiner Studio Anomaly Detection
10
MSME BUSINESS SCHOOL ASSUMPTION UNIVERSITY 11/9/2021 Workshop 13 RapidMiner Studio Anomaly Detection BDM 3303 Data Mining Piyabute Fuangkhon, Ph.D. Assistant Professor of Computer Science Department of Digital Business Management
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Transcript of Workshop 13 RapidMiner Studio Anomaly Detection
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY 11/9/2021
Workshop 13RapidMiner StudioAnomaly Detection
BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D.Assistant Professor of Computer Science
Department of Digital Business Management
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
RapidMiner StudioAnomaly Detection
2BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection
Objectives Identify outliers
3BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ Process
Input Iris Dataset
Process Retrieve Iris Normalize Principle Component Analysis Detect Outliers (Distance) Detect Outliers (Density) Detect Outliers (LOF) Numerical to Binominal Detect Outliers (COF)
Output Outliers
4BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ Process
5BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ Download RapidMiner Process
https://piyabute.com/bdm3303/workshop/13‐anomaly‐detection/RapidMiner‐anomaly‐detection‐iris.rmp
https://piyabute.com/bdm3303/workshop/13‐anomaly‐detection/RapidMiner‐anomaly‐detection‐distances‐boston‐housing.rmp
6BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ Distance
7BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ Density
8BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ LOF
9BDM 3303 Data Mining
Piyabute Fuangkhon, Ph.D., Assistant ProfessorDepartment of Digital Business Management
MSME BUSINESS SCHOOLASSUMPTION UNIVERSITY
Anomaly Detection ‐ COF
10BDM 3303 Data Mining
