The algorithm of the applied models. by Elif Tuçe Bal (21367965)

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

Folder with all data and algorithms by Jorge Servert Lerdo de Tejada (22290001)

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

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Data before and after applying SMOTE algorithm. by Xiangting Shi (21439579)

Data generation algorithm. by Aluwani Ramalata (21262977)

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

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ML algorithms used in this study. by Toheeb Salahudeen (21368040)

“…Six machine learning algorithms, including Random Forest, were applied and their performance was investigated in balanced and unbalanced data sets with respect to binary and multiclass classification scenarios. …”

Algorithm design of XGBoost Cox model used in 1°P-CARDIAC full model. by Yekai Zhou (17285873)

Algorithm of model development and validation. by Bethan Cracknell Daniels (20469396)

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

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

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

Flow chart showing research framework for the fusion algorithm. by Tanmoy Bhowmik (1776838)

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Data augmentation is applied both geometrically and in terms of intensity. Geometrically, the images are mirrored, flipped, rotated, and randomly cropped. For intensity augmentatio... by Yide Di (20969124)

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Pseudocode for the missForestPredict algorithm. by Elena Albu (15181070)

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Applied Methodology. by Elif Tuçe Bal (21367965)

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Feature selection using Boruta algorithm. by Shayla Naznin (13014015)

“…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…”

Performance metrics of applied ML models. by Khondokar Oliullah (21553289)

“…Additionally, traditional intrusion detection methods are not well-suited for the distinct characteristics of IoT devices, resulting in a low accuracy in applying existing anomaly detection methods. In this paper, we incorporate a two-step authentication process, starting with anonymous authentication using a secret ID with Elliptic Curve Cryptography (ECC), followed by an intrusion detection algorithm for users flagged as suspicious activity. …”

Flowchart of the proposed methodology applied for modeling crop suitability. by Ahmed S. Abuzaid (5088119)

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