Performance evaluation measure of the machine learning algorithm after data balancing with SMOTE and grid search tuning. حسب Alemu Birara Zemariam (17540938)

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An example shows how XAI algorithm helps an expert to make a decision. حسب Shuvo Biswas (21728782)

Predicting CO₂ Solubility in Diverse Ionic Liquids: A Data-Driven Approach Using Machine Learning Algorithms حسب Zahra Bastami (21474755)

Predicting CO₂ Solubility in Diverse Ionic Liquids: A Data-Driven Approach Using Machine Learning Algorithms حسب Zahra Bastami (21474755)

ROC curve analysis of machine learning algorithms with balanced data before tuning (A) and after optimized with hyper parameter tuning (B). حسب Alemu Birara Zemariam (17540938)

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Parameters of the machine learning algorithms used in the study. حسب Xiaoyan Yang (259084)

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Data Sheet 1_Closing the loop: establishing an autonomous test-learn cycle to optimize induction of bacterial systems using a robotic platform.pdf حسب Jan Benedict Spannenkrebs (20595722)

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Description of the dataset used for the machine learning algorithm. حسب Tri Ngo Quang (20390189)

Data generation algorithm. حسب Aluwani Ramalata (21262977)

Data used in "Material Classification System using Inductive Tactile Sensors and Machine Learning Algorithms" حسب Yuning Jiang (19758561)

"…<p dir="ltr">This study presents an innovative material classification system involving an inductive tactile sensor and machine learning algorithms. …"

Comparison of the EODA algorithm with existing algorithms in terms of recall. حسب Sunil Kumar (102321)

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Comparison of the EODA algorithm with existing algorithms in terms of precision. حسب Sunil Kumar (102321)

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Comparison of imbalanced data handling techniques using accuracy and AUC values. حسب Alemu Birara Zemariam (17540938)

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Comparison of the EODA algorithm with existing algorithms in terms of F1-Score. حسب Sunil Kumar (102321)

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

Data Sheet 1_IGSA-SAC: a novel approach for intrusion detection using improved gravitational search algorithm and soft actor-critic.docx حسب Lizhong Jin (20991293)

"…This study addresses these challenges by proposing a novel approach that combines the Improved Gravitational Search Algorithm (IGSA) with the Soft Actor-Critic (SAC) reinforcement learning algorithm, aiming to enhance detection accuracy and computational efficiency.…"

Performance of different machine learning algorithms. حسب Apichat Suratanee (634281)

The relevant data file for this article. حسب Linsha Liu (20378293)

Machine learning algorithms hyperparameter values. حسب Mahbub E. Sobhani (22278967)

Hyperparameters of self-supervised learning algorithms used in Experiments 1–5. حسب Lalit Pandey (13195488)