Representation of the feature selection algorithm. حسب Betty Wutzl (6945248)

The main workflow of the proposed algorithm. حسب Xin Li (51274)

Visual representation of the combination of feature extraction approaches employed and classification algorithms to identify stomata. حسب Alexandre H. Aono (11603934)

Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data حسب Changhun Kim (682542)

"…An assay matrix based on CI and DS was prepared for 335 assays with biologically intended target information, and 28 CI assays and 3 DS assays were selected. Thirty models established by combining five molecular fingerprints (i.e., Morgan, MACCS, RDKit, Pattern, and Layered) and six algorithms [i.e., gradient boosting tree, random forest (RF), multi-layered perceptron, <i>k</i>-nearest neighbor, logistic regression, and naive Bayes] were trained using the selected assay data set. …"

RMSE on the test data when fitting (logistic) quadratic models to binary data across increasing measurement error values . حسب Jakub Stoklosa (3315042)

Determination of the Solute Content and Volumetric Properties of Binary Ionic Liquid Mixtures Using a Global Regularity of Molar Volume Expansion حسب Javad Hekayati (1383249)

"…This regularity is presented for the first time as a robust alternative for the representation of experimental <i>P</i>–ν–<i>T</i>–<i>x</i> data of binary IL+ solute systems, with a much simpler formulation compared to different equations of state and without the inclusion of any temperature-dependent adjusted parameters. …"

The detected blocks. حسب Xin Li (51274)

Supportive boundary lines and related results. حسب Xin Li (51274)

MERs and their Fourier descriptor figure. حسب Xin Li (51274)

The comparison over 3D reconstruction models. حسب Xin Li (51274)

Flow diagram of the proposed model. حسب Uğur Ejder (22683228)

"…LIME explanations identified omega-3, folic acid, and dietician support as influential features in individual predictions. However, given the small sample size, binary representation of supplements, and absence of external validation, the observed improvements and associations should be regarded as exploratory rather than definitive. …"

Frequency-comparison plots for the eleven categories of linguistic features. حسب Olga Kellert (12254765)

AttentiveSkin: To Predict Skin Corrosion/Irritation Potentials of Chemicals via Explainable Machine Learning Methods حسب Zejun Huang (45753)

"…Then, a series of binary classifiers were developed with five machine learning (ML) algorithms and six molecular representations. …"

PLAB validity verification. حسب Lei Wang (6656)

"…Drawing inspiration from local binary pattern algorithms used in image processing, we propose a novel method for representing point cloud neighborhoods, which we call Point Cloud Local Auxiliary Block (PLAB). …"

Ablation study on model structure. حسب Lei Wang (6656)

"…Drawing inspiration from local binary pattern algorithms used in image processing, we propose a novel method for representing point cloud neighborhoods, which we call Point Cloud Local Auxiliary Block (PLAB). …"

Classification result on the ModelNet40 dataset. حسب Lei Wang (6656)

"…Drawing inspiration from local binary pattern algorithms used in image processing, we propose a novel method for representing point cloud neighborhoods, which we call Point Cloud Local Auxiliary Block (PLAB). …"

Classification results on the FG3D dataset. حسب Lei Wang (6656)

"…Drawing inspiration from local binary pattern algorithms used in image processing, we propose a novel method for representing point cloud neighborhoods, which we call Point Cloud Local Auxiliary Block (PLAB). …"

Fig 1 - حسب Jakub Stoklosa (3315042)

Table_1_iRNA5hmC: The First Predictor to Identify RNA 5-Hydroxymethylcytosine Modifications Using Machine Learning.docx حسب Yuan Liu (88411)

"…In this predictor, we introduced a sequence-based feature algorithm consisting of two feature representations, (1) k-mer spectrum and (2) positional nucleotide binary vector, to capture the sequential characteristics of 5hmC sites. …"

Objective performance of fully-automated SLAVV software. حسب Samuel A. Mihelic (11539996)