GLOBAL RISK MAP Live
RISK DISTRIBUTION
SCORE HISTOGRAM
CRITICAL ORIGINS Top 6
FEATURE IMPORTANCE RF
HIGH-RISK PORTS Top 8
MODEL PERFORMANCE
| Container ID | Risk Score | Level | Origin | Destination | Dwell (H) | Value | Explanation |
|---|
ALL FEATURES RANKED Importance %
TOP CRITICAL HS CODES Top 5
RISK BY TRADE REGIME
CLASSIFICATION PERFORMANCE
ALGORITHM STACK
SCORE BAND DISTRIBUTION
Drop CSV or Excel file here or click to browse
HackaMINEd format · CSV / XLSX / XLS · Max 200MB
Required: Container_ID, Declared_Weight, Measured_Weight, Dwell_Time_Hours, Declared_Value, HS_Code, Trade_Regime, Origin_Country, Destination_Port
MODEL TYPE
Random Forest
sklearn.ensemble · n_estimators=300
ANOMALY DETECTOR
Isolation Forest
contamination=3% · n_estimators=200
DATASET
—
Trained on historical data
FEATURES
15 engineered
Weight, dwell, HS, value
CLASSES
3 levels
Critical / Low Risk / Clear
EXPLAINABILITY
Rule-based
SHAP-style reasons
RISK SCORE THRESHOLDS
Critical≥ 50
Low Risk20 – 49
Clear< 20
Weight Discrepancy Flag> 20%
High Dwell> 72 h
Very High Dwell> 120 h
OUTPUT FIELDS
Risk_Score0 – 100
Risk_LevelCritical / Low / Clear
ExplanationRule-based
ExportCSV download
StatusActive