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ML Model Analytics Dashboard
Real-time monitoring and performance analytics for ML models in production
Overview
Model Explorer
Performance
Feature Analytics
Business Impact
5
Active Models
2 new this month
1.2M
Predictions Today
15% from yesterday
97.3%
Average Accuracy
0.5% improvement
23ms
Average Latency
5ms faster
Predictions Over Time
Model Performance Comparison
Feature Drift Detected
The 'user_engagement_score' feature shows significant drift in the last 24 hours. Consider retraining the recommendation model.
Recommendation Engine v2.3
Active
Algorithm
XGBoost
Last Updated
2 days ago
Accuracy
98.2%
Predictions
542K today
Avg Latency
18ms
Fraud Detection v1.8
Active
Algorithm
Random Forest
Last Updated
1 week ago
Precision
99.1%
Predictions
128K today
Avg Latency
12ms
Churn Prediction v3.0
Active
Algorithm
Neural Network
Last Updated
3 days ago
Recall
95.7%
Predictions
89K today
Avg Latency
31ms
Model Accuracy Trends
Latency Distribution
Error Rate by Model
Resource Utilization
Top Feature Importance
user_engagement_score
0.92
session_duration_avg
0.87
purchase_frequency
0.78
product_view_count
0.65
cart_abandonment_rate
0.58
Feature Drift Monitor
Feature Coverage
$2.4M
Revenue Impact
$400K this month
15.2%
Conversion Lift
2.1% increase
$125
Avg Order Value
$12 increase
8.3%
Churn Reduction
1.2% improvement
Revenue Attribution by Model
ROI Analysis