Supervised Approach to Identify Autism Spectrum Neurological Disorder via Label Distribution Learning

Table 3

Comparison algorithms.

Comparison algorithm name	Description of the comparison algorithm
PT-SVM	Based on the problem-transformed SVM
PT-BAYES	BAYES-based gauss distribution
AA-KNN	The algorithm-based KNN
AA-BP	The algorithm-based BP neural network uses the softmax activation output as the predicted label distribution
SA-IIS	IIS based on dedicated algorithm uses an improved iterative scaling algorithm to optimize the objective function
LDSVR	LDSVR based on a dedicated algorithm
Decision tree	An instance-based inductive learning method
KNN	An instance-based classification method