An Analysis of Students’ failing in University Based on Least Square Method and a New Logistic Regression Function

Table 5

Difference of each logistic regression function.

Model	Running time (s)
Linear + sig	10
Linear + arctan	10
Linear + arctan-exp	11
Nonlinear + sig	12
Nonlinear + arctan	12
Nonlinear + arctan-exp	12.5
BPNN	167
SVM	193

Node: Runtime differences may exist due to device differences or software versions.