WGU D502 | BHN1 Task 1
WGU D502
Data Analytics Capstone
BHN1 Task 1: Capstone Topic Approval
Predicting Online Purchase Intention from E-Commerce
Session Behavior Using Machine Learning
Primary analytical method: Random Forest classification
Dataset: UCI Online Shoppers Purchasing Intention Dataset
Project continuity snapshot
Target outcome Revenue: purchase vs. no purchase
Primary model Random Forest classifier
F1 score; proposed Task 2 benchmark >= 0.60 on
Primary success metric
unseen test data
Supporting metrics Precision, recall, ROC-AUC, confusion matrix
Class distribution, behavior by outcome, confusion
Planned visuals
matrix, feature importance
Prepared to match the current four-section D502 topic approval structure.
Data Analytics Capstone - Topic Approval | 2026/2027
WGU D502
Data Analytics Capstone
BHN1 Task 1: Capstone Topic Approval
Predicting Online Purchase Intention from E-Commerce
Session Behavior Using Machine Learning
Primary analytical method: Random Forest classification
Dataset: UCI Online Shoppers Purchasing Intention Dataset
Project continuity snapshot
Target outcome Revenue: purchase vs. no purchase
Primary model Random Forest classifier
F1 score; proposed Task 2 benchmark >= 0.60 on
Primary success metric
unseen test data
Supporting metrics Precision, recall, ROC-AUC, confusion matrix
Class distribution, behavior by outcome, confusion
Planned visuals
matrix, feature importance
Prepared to match the current four-section D502 topic approval structure.
Data Analytics Capstone - Topic Approval | 2026/2027
