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Table 1 Number of neurons for which the maximum normalized KS statistics using 2-fold cross validation is within a given range for both training and test sets. A KS statistic < 1 indicates an accurate fit of the model. (n=54, 20 trials each, recordings from the auditory nerve of anesthetized cats)

From: The effect of trained parameters in Bayesian neural encoding models for the auditory system

Range of maximum normalized KS statistic, nKS

Number of neurons with nKS within the given range

 

Training set

Test set

0 <nKS ≤ 1

54

7

1 <nKS ≤ 2

0

9

2 <nKS ≤ 3

0

13

3 <nKS ≤ 4

0

12

nKS > 4

0

13