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. …”

data_codes.rar by Zhe Li (22011704)

Data and code resources. by Sam Hall-McMaster (10343795)

“…Decoding from functional magnetic resonance imaging data revealed that solutions from the SF&GPI algorithm were activated on test tasks in visual and prefrontal cortex. …”

Data & code. by Mingming Li (502877)

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

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

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Comparison with recent studies: Comparison with recent studies. by Islam Zada (21755819)

Task paradigm and classification algorithm. by Alexander P. Rockhill (6053618)

Reported MATLAB data code. by Jotham Josephat Kimondo (19139409)

“…Validation with standard rheometer data showed reasonable agreement in elasticity, with percent differences of 2.1% for the hard and 13.3% for the soft phantoms. …”

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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Code used for data analysis in this study. by Nourin Sultana (22339463)

“…This study applies and evaluates machine learning (ML) algorithms to predict LBW and identify its key risk factors in Bangladesh. …”

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

“…We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…”

Central coronal slices for representative oscillation amplitude maps for the 3 algorithms and 3 participant groups investigated in this study. by Ivina Mali (12425544)

Statistical Analysis Code. by James M. Smoliga (9074225)

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G R code algorithm. by R. Sakthivel (2589547)

“…The algorithm was developed and coded in Verilog and simulated using Modelsim. …”

Positive predictive values (PPVs) of the register-based algorithms to identify individuals with poststroke epilepsy (PSE). All algorithms required (i) a diagnostic code for stroke... by André Idegård (22041446)

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Code and data. by Shangyang Jin (21772466)

The Pseudo-Code of the IRBMO Algorithm. by Chenyi Zhu (9383370)

Recent benchmark studies. by Al Mahmud Siam (21728789)

“…To validate the proposed approach, we test it on five diverse datasets with varying characteristics and imbalance levels, employing five state-of-the-art machine learning algorithms: Random Forest (RF), Extra Trees (ET), XGBoost (XGBC), AdaBoost, and CatBoost. …”