Mathematical Problems in Engineering / 2019 / Article / Tab 10

Research Article

Multiagent System for Mutual Collaboration Classification for Cancer Detection

Table 10

Overall accuracy for each classification algorithm (dataset 2).

ModelMax profitOverall accuracy (%)Area under curve

Agent 1
Naive Bayesian135.090.270.816
Neural network105.089.380.812
Logistic regression120.088.580.817

Agent 2
SVM1,015.088.170.892
Naive Bayesian880.086.910.875
Logistic regression870.086.660.866

Agent 3
Naive Bayesian150.094.790.902
Neural network130.094.560.880
SVM115.094.250.890