Data-Driven Urban Traffic Accident Analysis and Prediction Using Logit and Machine Learning-Based Pattern Recognition Models

Table 5

Details of data entry.

Number of inputs	Number of hidden layers	Number of outputs	Number of training-validation-testing samples
			—	Samples	MSE	%E
63	11	2	Training	516	1.07429e^−1	12.81204e^−0
			Validation	111	1.36493e^−1	24.35571e^−0
			Testing	111	1.74612e^−1	24.72239e^−0