Statistical analysis of the prediction results from the ML algorithms. حسب M. A. Habib (16839161)

الموضوعات:

Comparative analysis of off-policy PPO algorithm and on-policy algorithm on the a) CSMAR and b) MorningStar datasets. حسب Cai Yuanqing (22513351)

Performance of the machine learning algorithms. حسب Novel Chandra Das (19742953)

الموضوعات:

Performance of the machine learning algorithms. حسب Novel Chandra Das (19742953)

الموضوعات:

XGBoost odor prediction model: finding the structure-odor relationship of odorant molecules using the extreme gradient boosting algorithm حسب Pankaj Tyagi (20147683)

"…The results of the proposed study were also compared with three recently conducted studies. The results indicate that the XGBoost–PCA model performed better than the other models for predicting common odor descriptors. …"

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

الموضوعات:

ML algorithms used in this study. حسب 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. …"

Feature Importance Analysis of the Algorithms expressed by SHAP indices. حسب M. A. Habib (16839161)

الموضوعات:

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

"…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. We find evidence that the generalised GLS-KGR algorithm is well-suited to such time-series applications, outperforming several standard techniques on this dataset.…"

Run times of two algorithms. حسب Gourab Saha (8987405)

الموضوعات:

Comparing ML classifiers with modified decision tree (J48) accuracy by primary dataset class about DV findings. حسب Muhammad Asim Shahid (15285640)

الموضوعات:

Dataset for Fine-Tuning Code Generation Models: Kannada-English Algorithmic Statements and Python Code حسب Goutami Sooda (20714729)

Comparative analysis of computational efficiency across various hyperparameter optimization algorithms on the CSMAR and MorningStar datasets. حسب Cai Yuanqing (22513351)

Summary of recent and state-of-the-art optimization algorithms. حسب Mahmood A. Jumaah (22272371)

"…<p>Summary of recent and state-of-the-art optimization algorithms.…"

Sensor value scenario for fuzzy logic algorithm. حسب Gourab Saha (8987405)

الموضوعات:

The GOR4 and SOPMA algorithm findings. حسب Ahmad Abdullah Mahdeen (19704401)

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

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

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

الموضوعات:

Key Findings and Methodologies. حسب Carlos M. Ardila (19996060)