Performance of machine learning algorithms. by Wenxue Liu (6877754)

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

“…In order to comprehensively verify the performance of IRBMO, this paper designs a series of experiments to compare it with nine mainstream binary optimization algorithms. The experiments are based on 12 medical datasets, and the results show that IRBMO achieves optimal overall performance in key metrics such as fitness value, classification accuracy and specificity. …”

Prediction of pharmaceuticals occurrence based on sales data and Machine learning algorithms. by Júlia Bijos (14489543)

“…</p><p dir="ltr"><b>Antibioticos/Carbamazepina</b>: contains the main codes of the prediction models to classify the occurrence concentrations of some antibiotics and Carbamazepine, by tree boosting algorithms.…”

Comparing Within- and Cross-Project Machine Learning Algorithms for Code Smell Detection by Manuel De Stefano (8634399)

Comparison of Pearson correlations and F-measure values of NN-RNALoc algorithm with other methods for two datasets. by Negin Sadat Babaiha (16985907)

The comparison of different ML algorithms on EN dataset in group AB.s. by Hakimeh Khojasteh (16748091)

Machine learning code and best models. by Qingxin Yang (5561867)

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Key steps in neurodegeneration detection algorithm. by Andrew S. Clark (16510496)

Model sensitivity and specificity computed using a single threshold for the entire cohort based on the prevalence of the cases and for each age range based on the prevalence of the... by Vijay S. Nori (6919424)

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Machine Learning Enhanced DFTB Method for Periodic Systems: Learning from Electronic Density of States by Wenbo Sun (531308)

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TreeMap 2016 Stand Size Code Algorithm (Image Service) by U.S. Forest Service (17476914)

“…We used a random forests machine-learning algorithm to impute the forest plot data to a set of target rasters provided by Landscape Fire and Resource Management Planning Tools (LANDFIRE: https://landfire.gov). …”

Building(s and) cities: Delineating urban areas with a machine learning algorithm - City & Employment Centre Boundaries (v1) by Dani Arribas-bel (593425)

“…<div>City and employment centre boundary delineations for Spain (except Basque Country and Navarra), based on building footprint from the Cadastre, and created using the A-DBSCAN algorithm.…”

Image_1_Machine learning algorithm performance evaluation in structural magnetic resonance imaging-based classification of pediatric bipolar disorders type I patients.jpeg by Ruhai Dou (13287054)

“…The dimensionality reduced feature subset, which was filtered by Lasso or f_classif, was sent to the six classifiers (logistic regression (LR), support vector machine (SVM), random forest classifier, naïve Bayes, k-nearest neighbor, and AdaBoost algorithm), and the classifiers were trained and tested. …”

Scripts for GC, CRC, and IBD in Python and R by Animesh Acharjee (6400427)

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On the role of data balancing for Machine Learning-based Code Smell Detection by Fabiano Pecorelli (6292523)

“…</div><div>In this study we investigate several approaches able to mitigate data unbalancing issues to understand their impact on ML-based code smells detection algorithms.…”

The clustering of the VAE latent space of the MD data using different clustering algorithms. by Bercem Dutagaci (1726882)

Elements of the spectral estimation algorithm. by Mark D. Humphries (11068147)

User confirmation algorithm based on machine learning. by Mukesh Karunanethy (18422857)

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Ranking machine learning algorithms based on AUC. by F. William Townes (3216846)

Data sets and algorithm code by AOBEI ZHANG (17657703)