Errors (deviations from true values); median and IQR bars. by Elena Albu (15181070)

Subjects: “…missforest imputation algorithm…”

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

“…Robotic platforms can be used to automate this task and provide sufficiently large and reproducible data sets including provenance. …”

Data Sheet 1_Investigating neural markers of Alzheimer's disease in posttraumatic stress disorder using machine learning algorithms and magnetic resonance imaging.pdf by Gabriella Yakemow (20137758)

“…Additionally, we utilized two previously established machine learning-based algorithms, one representing AD-like brain activity (Machine learning-based AD Designation [MAD]) and the other focused on AD-like brain structural changes (AD-like Brain Structure [ABS]). …”

Supplementary file 1_Postoperative recurrence prediction model for perianal abscess using machine learning algorithms.docx by Dawei Wang (471687)

“…Significant predictors were identified using the least absolute shrinkage and selection operator (LASSO) algorithm combined with multivariate logistic regression. …”

Data-Article-A Novel Hybrid Cloud Density and Fuzzy Clustering Algorithm for Analyzing Traffic Condition by Vahid Baradaran (19749256)

“…A new fuzzy clustering method has been developed to enhance the performance of clustering methods, which is then used to detect abnormal traffic conditions on a route based on the value of traffic variables. …”

Data from the article titled Machine Learning Algorithms to Predict Digital Competencies in University Faculty by Jenniffer Sobeida Moreira Choez (16933539)

“…<p dir="ltr">The data analyzed are part of the study entitled <i>Machine Learning Algorithms to Predict Digital Competencies in University Faculty</i>, which aimed to develop predictive models based on machine learning algorithms to estimate the level of digital competencies among university faculty. …”

ECG lead-based algorithm diagram. by Pauline Guyot (8566470)

Subjects:

Process flow diagram for the differential analysis of beta-valued DNA methylation data using a novel family of beta mixture models. by Koyel Majumdar (20416871)

Subjects:

Data Sheet 1_Predictive model establishment for forward-head posture disorder in primary-school-aged children based on multiple machine learning algorithms.csv by Hongjun Tao (21448853)

“…Six machine learning models—K-nearest neighbor (KNN), light gradient boosting machine (LGBM), extreme gradient boosting (XGBoost), random forest (RF), linear model (LM), and support vector machine (SVM)—were developed to predict risk. The performance of each model was evaluated, and the best-performing model was further interpreted using the Shapley Additive Explanations (SHAP) algorithm.…”

Data Sheet 2_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.pdf by Upinder Kaur (10805317)

“…Based on the capabilities of transfer learning, the model makes use of optimal feature extraction with small datasets, resolving the issue of data scarcity in cities. …”

Data Sheet 1_UrbanAgri: a transfer learning-based plant stress identification framework for sustainable smart urban growth.zip by Upinder Kaur (10805317)

“…Based on the capabilities of transfer learning, the model makes use of optimal feature extraction with small datasets, resolving the issue of data scarcity in cities. …”

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

Supplementary Material for: The British-Israeli Project for Algorithm-Based Management of Age-related Macular Degeneration: Deep Learning Integration for Real- World Data Managemen... by figshare admin karger (2628495)

“…Longitudinal clinical data and OCT scans were. A deep learning algorithm (NOATM, Notal Ltd.) was used to quantify retinal fluid volumes and morphological features. …”

Comparison of results of machine learning prediction models based on images. by Ningxin Chen (12965441)

Subjects:

Example of the representation flag based on principal component analysis (PCA) and Q-statistics. by José L. Safanelli (20552654)

Subjects:

RECS and NHTS data fusion illustration. by Tanmoy Bhowmik (1776838)

Subjects:

Correlation between measured and simulated data. by Juan Ren (733592)

“…These findings provide evidence-based design guidelines specific to Yulin while offering implications for sustainable residential development in similar climates, advancing the integration of climate-adaptive design strategies.…”

Overall Structure of FuzzyMath-based financial efficiency prediction. by Yanyan Dong (1304145)

Subjects:

Quantum Descriptor-Based Machine-Learning Modeling of Thermal Hazard of Cyclic Sulfamidates by Michal Dabros (10343989)

Subjects:

The spatial vector organization schematic. by Haiyan Zhang (176919)

Subjects: