Recommendation System Metrics Tracking Form
Use this form to record, evaluate, and monitor key performance metrics for recommendation systems.
Project or System Name
*
Evaluator Name
*
First Name
Last Name
Evaluation Date
*
 -
Month
 -
Day
Year
2 digit month, 2 digit day, 4 digit year
Date
Dataset Used
*
Type of Recommendation System
*
Please Select
Collaborative Filtering
Content-Based Filtering
Hybrid
Knowledge-Based
Other
Which evaluation metrics are you tracking?
*
Precision
Recall
F1 Score
NDCG (Normalized Discounted Cumulative Gain)
MAP (Mean Average Precision)
MRR (Mean Reciprocal Rank)
Hit Rate
Coverage
Diversity
Novelty
Serendipity
Other
Enter metric values for the selected metrics below:
*
Rows
Metric Value
Precision
Recall
F1 Score
NDCG (Normalized Discounted Cumulative Gain)
MAP (Mean Average Precision)
MRR (Mean Reciprocal Rank)
Hit Rate
Coverage
Diversity
Novelty
Serendipity
Other
Overall System Performance
*
1
2
3
4
5
What are the main strengths of the recommendation system?
What are the main weaknesses or areas for improvement?
Additional comments or suggestions
Submit Evaluation
Should be Empty: