Summary of the metrics of the different trained algorithms that performed best in the Testing process for each dataset. by Jaime B. Matas-Bustos (21772430)

Comparative analysis of off-policy PPO algorithm and on-policy algorithm on the a) CSMAR and b) MorningStar datasets. by Cai Yuanqing (22513351)

Structure and the optimization technique of the algorithms adopted in the study. by M. A. Habib (16839161)

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The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…<div><p>In this paper, we study a class of non-parametric regression models for predicting graph signals as a function of explanatory variables . Recently, Kernel Graph Regression (KGR) and Gaussian Processes over Graph (GPoG) have emerged as promising techniques for this task. …”

ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

Feature Importance Analysis of the Algorithms expressed by SHAP indices. by M. A. Habib (16839161)

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Statistical analysis of the prediction results from the ML algorithms. by M. A. Habib (16839161)

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Summary of the metrics of the different trained algorithms based on mean and 95% confidence intervals (calculated using t-Student) for the Testing process in each dataset. by Jaime B. Matas-Bustos (21772430)

Summary of the metrics of the different trained models foreach algorithm in each split for each dataset. by Jaime B. Matas-Bustos (21772430)

Comparative analysis of computational efficiency across various hyperparameter optimization algorithms on the CSMAR and MorningStar datasets. by Cai Yuanqing (22513351)

Comparison of proposed model with default ML classifiers and recent existing studies. by Ankur Kumar (1357440)

Average FDR with and . by Nand Sharma (21519845)

Average Hamming Distance with and . by Nand Sharma (21519845)

Filtration criteria of different overtopping parameters to extract data for simple sloped structures. by M. A. Habib (16839161)

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Extraction of the number of impactful features using sequential forward selection. by M. A. Habib (16839161)

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Automatic Prediction of Molecular Properties Using Substructure Vector Embeddings within a Feature Selection Workflow by Son Gyo Jung (17913002)

List and range of overtopping parameters included in the analysis. by M. A. Habib (16839161)

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Overview of hyperparameters optimisation. by M. A. Habib (16839161)

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Improvement of the relationship between ln(q) and FD. by M. A. Habib (16839161)

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Plot of DR vs FD. by M. A. Habib (16839161)

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