Pre-processing steps. حسب Yubraj Gupta (7465394)

FORCE training spiking LIF and LIF-matched rate networks. حسب Thomas Robert Newton (21756023)

Overall flowchart of the proposed model. حسب Cai Yuanqing (22513351)

"…This paper presents a method for credit risk prediction for listed companies that uses an off-policy proximal policy optimization (PPO) algorithm for feature selection and imbalanced classification. …"

Quality control of perturbations. حسب Matthias Bruhns (22250913)

Dataset. حسب Jinshan Qi (5180714)

"…Meanwhile, we design two simple and tractable parameter estimation procedures based on cross-validation technique to speed up the model selection processes for DGRL and KDGRL. Finally, we conduct comprehensive experiments on diverse benchmark databases drawn from different areas to evaluate the proposed theories and algorithms. …"

An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources حسب Nitisha Jain (14497985)

Detailed characterization of the dataset. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Performances of text augmentation approaches. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Hyperparameters for each classification model. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

SentiGAN configuration parameters. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Results for the baseline. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

The taxonomy of data augmentation. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Characterization of datasets. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

EDA augmentation parameters. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Augmentation levels with back-translation. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Method of work. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Flow of the experiments. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

<i>F1-score</i> results [40]. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Distribution of articles by augmentation method. حسب Rodrigo Gutiérrez Benítez (19746443)

"…Through experimentation with various augmentation techniques, this research provides valuable insights into the analysis of subjectivity in Spanish texts and offers guidance for selecting algorithms and techniques based on dataset features.…"

Convergence factor <i>α</i> change graph. حسب ZeSheng Lin (20501356)

"…Furthermore, inspired by the grey wolf optimization algorithm, use 3 excellent particle surround strategies instead of the original random selecting particles. …"