DE algorithm flow. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Test results of different algorithms. حسب Ling Zhao (111365)

"…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …"

Statistical summary of all models. حسب Amal H. Alharbi (21755906)

Homomorphic binary tree. حسب Jianhua He (341366)

Algorithm for generating hyperparameter. حسب Balraj Preet Kaur (20370832)

Hierarchical clustering to infer a binary tree with <i>K</i> = 4 sampled populations. حسب Tristan Mary-Huard (3864)

Results of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

ROC curves for the test set of four models. حسب Meng Cao (105914)

"…Subsequently, a CI risk prediction model was constructed using four machine learning algorithms: Support Vector Machine (SVM), Random Forest (RF), Neural Network (NN), and Logistic Regression (LR). …"

ROC comparison of machine learning algorithm. حسب Balraj Preet Kaur (20370832)

Image4_Bipartite graph search optimization for type II diabetes mellitus Jamu formulation using branch and bound algorithm.jpg حسب Wisnu Ananta Kusuma (9276182)

"…To show the performance of the proposed method, we compared our method with a complete search algorithm, searching all nodes in the tree without pruning. …"

Best optimizer results of Lightbgm. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Adaboost. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Lightbgm. حسب Balraj Preet Kaur (20370832)

Random forest with hyperparameter optimization. حسب Balraj Preet Kaur (20370832)

Best optimizer results of KNN. حسب Balraj Preet Kaur (20370832)

Best optimizer results of KNN. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Decision tree. حسب Balraj Preet Kaur (20370832)

Best optimizer result for Adaboost classifier. حسب Balraj Preet Kaur (20370832)

Best optimizer results for random forest. حسب Balraj Preet Kaur (20370832)

Best optimizer results of Decision tree. حسب Balraj Preet Kaur (20370832)