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Table 4 Examples of the 166 chosen rules from the classifier for predicting 4–7 weeks ahead

From: A data-driven epidemiological prediction method for dengue outbreaks using local and remote sensing data

Rule # Antecedent 1 Antecedent 2 Antecedent 3 Consequent Confidence Support Lift
1 Week_26-29 PastIncidenceRateT-4_T-1_Low PastIncidenceRateT-8_T-5_Low PredictedIncidenceRateT+4_T+7_Low 1.0 0.0454 1.29
2 Week_26-29 PastIncidenceRateT-8_T-5_Low ElectricLighting_High PredictedIncidenceRateT+4_T+7_Low 1.0 0.0402 1.29
46 Week_42-45 PastIncidenceRateT-4_T-1_High SSTAT-10_High PredictedIncidenceRateT+4_T+7_High 1.0 0.0047 18.83
58 NDVIT-8_T-5_Med Sanitation_High SSTAT-2_High PredictedIncidenceRateT+4_T+7_Low 0.998 0.0122 1.29
166 Week_50-53 RainfallT-12_T-9_Med SOIT-12_T-9_High PredictedIncidenceRateT+4_T+7_High 0.553 0.0038 10.41