Predictive Analytics

AI-powered insights and flood risk predictions

Model Accuracy

94.2%

+2.1% from last month

Predictions Made

1,247

This month

Early Warnings

Issued this week

Lives Protected

45K+

Through early warnings

48-Hour Risk Predictions

AI-generated flood risk forecasts

AI Powered

Tana River Basin MEDIUM

Risk Score 51%

Confidence: 85% 48 hours

Kagera Basin LOW

Risk Score 36%

Confidence: 97% 48 hours

Mara River Basin MEDIUM

Risk Score 69%

Confidence: 93% 48 hours

Ruvu River Basin LOW

Risk Score 21%

Confidence: 94% 48 hours

Prediction Accuracy Over Time

Monthly model performance metrics

Risk Distribution by Region

Current risk levels across monitoring zones

AI Insights

Elevated Risk Detected

Tana River Basin shows increased flood probability over next 72 hours based on upstream rainfall patterns.

2 hours ago

Risk Decreasing

Kagera Basin risk levels returning to normal as rainfall subsides in catchment area.

4 hours ago

Weather Pattern Shift

Meteorological data indicates a shift in precipitation patterns for the coming week.

6 hours ago

Model Performance Update

Prediction accuracy improved by 2.1% after incorporating new satellite imagery data.

1 day ago

Model Performance

Precision 92.8%

Recall 95.1%

F1 Score 93.9%

AUC-ROC 0.967