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

Subjects:

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

“…<p>Description of the dataset used for the machine learning algorithm.</p>…”

Python-Based Algorithm for Estimating NRTL Model Parameters with UNIFAC Model Simulation Results by Se-Hee Jo (20554623)

“…This algorithm conducts a series of procedures: (1) fragmentation of the molecules into functional groups from SMILES, (2) calculation of activity coefficients under predetermined temperature and mole fraction conditions by employing universal quasi-chemical functional group activity coefficient (UNIFAC) model, and (3) regression of NRTL model parameters by employing UNIFAC model simulation results in the differential evolution algorithm (DEA) and Nelder–Mead method (NMM). …”

<b>Opti2Phase</b>: Python scripts for two-stage focal reducer by Morgan Najera (21540776)

“…</li></ul><p dir="ltr">The scripts rely on the following Python packages. Where available, repository links are provided:</p><ol><li><b>NumPy</b>, version 1.22.1</li><li><b>SciPy</b>, version 1.7.3</li><li><b>PyGAD</b>, version 3.0.1 — https://pygad.readthedocs.io/en/latest/#</li><li><b>bees-algorithm</b>, version 1.0.2 — https://pypi.org/project/bees-algorithm</li><li><b>KrakenOS</b>, version 1.0.0.19 — https://github.com/Garchupiter/Kraken-Optical-Simulator</li><li><b>matplotlib</b>, version 3.5.2</li></ol><p dir="ltr">All scripts are modular and organized to reflect the design stages described in the manuscript.…”

Hyperparameters of machine learning algorithms used grid search. by Mahade Hasan (20536430)

“…<p>Hyperparameters of machine learning algorithms used grid search.</p>…”

Explained variance ration of the PCA algorithm. by Abeer Aljohani (18497914)

“…<div><p>Chest X-ray image classification plays an important role in medical diagnostics. Machine learning algorithms enhanced the performance of these classification algorithms by introducing advance techniques. …”

WGCNA and machine learning algorithms. by Shushu Wang (6870191)

PyNoetic’s classification module supports a range of popular and widely used ML classification models with just a single line of function call. by Gursimran Singh (575288)

Subjects:

Reward function related parameters. by Honglei Pang (22693724)

Subjects:

The algorithms and score criterion used in DBN hybrid structure learning. by Aslı Yaman (22567074)

“…<p>The algorithms and score criterion used in DBN hybrid structure learning.…”

The studies using plain radiographs and deep-learning algorithm for screening. by Jung-Wee Park (10689240)

“…<p>The studies using plain radiographs and deep-learning algorithm for screening.…”

The results of ICA performed using PyNoetic. by Gursimran Singh (575288)

Subjects:

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

EFGs: A Complete and Accurate Implementation of Ertl’s Functional Group Detection Algorithm in RDKit by Gonzalo Colmenarejo (650249)

“…In this paper, a new RDKit/Python implementation of the algorithm is described, that is both accurate and complete. …”

Results of machine learning algorithm. by Balraj Preet Kaur (20370832)

Subjects:

Feature importance comparison between the machine learning algorithms used in this study. by Sukanta Chakraborty (22693681)

“…<p>Feature importance comparison between the machine learning algorithms used in this study.</p>…”

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

“…<p>Hyperparameters of self-supervised learning algorithms used in Experiments 1–5.</p>…”

Construction of the PRG score index using integrated machine learning algorithms. by Xiangxin Wu (22320058)

“…<p>(A) C-index calculated for both training and validation cohorts using combinations of 10 different machine learning algorithms. …”

Evaluation of pre-treatment models using different machine learning algorithms. by Yiran Li (1818355)

“…<p>Evaluation of pre-treatment models using different machine learning algorithms.</p>…”

Evaluation of post-treatment models using different machine learning algorithms. by Yiran Li (1818355)

“…<p>Evaluation of post-treatment models using different machine learning algorithms.</p>…”