Results of Lightbgm. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Feature selection process. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Results of KNN. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

After upsampling. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Results of Extra tree. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Gradient boosting classifier results. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Comparison of intrusion detection systems. by Asmaa Ahmed Awad (16726315)

“…In this paper, a novel, and improved version of the Long Short-Term Memory (ILSTM) algorithm was proposed. The ILSTM is based on the novel integration of the chaotic butterfly optimization algorithm (CBOA) and particle swarm optimization (PSO) to improve the accuracy of the LSTM algorithm. …”

<i>hi</i>PRS algorithm process flow. by Michela C. Massi (14599915)

A new fast filtering algorithm for a 3D point cloud based on RGB-D information by Chaochuan Jia (7256237)

Calibration curves for the test set of four models. by Meng Cao (105914)

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SHAP bar plot. by Meng Cao (105914)

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ROC curves for the test set of four models. by Meng Cao (105914)

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Display of the web prediction interface. by Meng Cao (105914)

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Sample screening flowchart. by Meng Cao (105914)

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Descriptive statistics for variables. by Meng Cao (105914)

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SHAP summary plot. by Meng Cao (105914)

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Performance metrics of the models on the training and test set. by Meng Cao (105914)

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Data_Sheet_1_Multiclass Classification Based on Combined Motor Imageries.pdf by Cecilia Lindig-León (7889777)

Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment by Jianfang Cao (1881379)

“…<div><p>An image classification algorithm based on adaptive feature weight updating is proposed to address the low classification accuracy of the current single-feature classification algorithms and simple multifeature fusion algorithms. …”

Random forest model performs better than support vector machine algorithms and when it primarily uses spontaneous photopic ERG of 60-s duration in humans. by Ramsés Noguez Imm (6658637)