The steps of applying RF algorithm. by Zuzhen Ji (17593348)

Filtered Labels after applying the data preparation algorithms. by Tanjim Taharat Aurpa (11250554)

Prediction percentage distribution using different algorithms applied in our research. by Md Junayed Hossain (22615268)

Subjects:

Dataset state after applying our data preparation algorithm. by Tanjim Taharat Aurpa (11250554)

Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Credit Card Fraud Classification Using Applied Machine Learning – A Comparative Study of 24 ML Algorithms by Kelechi Amamba (21022064)

“…<p dir="ltr">Credit Card Fraud Classification Using Applied Machine Learning – A Comparative Study of 24 ML Algorithms</p><p dir="ltr">This study describes an empirical evaluation of 24 machine learning models, including Logistic Regression, Decision Trees, Random Forests, Support Vector Machines and Neural Networks using a highly imbalanced fraud dataset that reflects the real-world where the data was culled from. …”

Processed results from ECG data with the P-T algorithm. by Daehyun Kwon (11985629)

“…<p>(a) ECG time series after applying the P-T algorithm, (b) spectrogram, (c) polar spectrogram, and (d) reverse polar spectrogram. …”

Screening criteria applied for the study selection process. by Yong Lin Lai (20854961)

Subjects: “…underlying degradation processes…”

Flowchart of the general algorithm for one trial. by Junying Wang (509009)

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

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

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

DataSheet1_Applying neural network algorithms to ascertain reported experiences of violence in routine mental healthcare records and distributions of reports by diagnosis.pdf by Ava J. C. Mason (19571008)

“…Further development of these algorithms could usefully capture broader experiences, such as differentiating more efficiently between witnessed, perpetrated and experienced violence and broader violence experiences like emotional abuse.…”

Schematic diagram of the experimental algorithm. by Ronghua Meng (20978441)

“…Second, the egg carrier structure is designed, the material properties are analysed, and key parameters such as deformation are simulated by SolidWorks and Ansys Workbench. Finite element and fatigue analyses are carried out for the key parameters of the structure, and deformation, fatigue and other data that appear in the actual operation process are obtained. …”

Algorithm pseudocode. by Cheng-jie Chen (22272090)

Subjects:

Hair removal preprocessing using the DullRazor algorithm before image generation. by Mujung Kim (22367223)

The pseudocode of the RFE algorithm. by Zuzhen Ji (17593348)

Effect of post-processing threshold and algorithms performance on the species composition estimation. by Valentine Fleuré (12822137)

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Explained variance ration of the PCA algorithm. by Abeer Aljohani (18497914)

Subjects:

Illustration of the training algorithm for the sPHMM. by Tianshu Li (1527088)

Data after data processing. by Jiaqi Wang (369548)

“…Based on desensitized samples of lost-linking customers (with multidimensional features such as communication behavior and loan qualifications), this study uses the FP-Growth algorithm to systematically mine association rules between loss-of-contact features and three modes: “Hide and Seek”, “Flee with the Money”, and “False Disappearance”, providing effective risk management strategies for financial institutions. …”