Table 12 Feature ablation results based on F1 score drop.

From: A hybrid support vector machine and neural network model with fuzzy logic fusion for smart city traffic prediction

Removed feature

F1 score

Time of day

− 0.084

Traffic density

− 0.072

Weather

− 0.043

Day of week

− 0.032

Sensor location

− 0.027

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