An example of 2-dimensional non-linearly separable and non-separable data for binary classification. حسب Yuji Oyamada (11714754)

Performance of the proposed method for binary classification of lung cancer. حسب Md. Sabbir Hossain (9958939)

الموضوعات:

ROC curve for binary classification. حسب Nicodemus Songose Awarayi (18414494)

"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"

Confusion matrix for binary classification. حسب Nicodemus Songose Awarayi (18414494)

"…The study introduced a scheme for enhancing images to improve the quality of the datasets. Specifically, an image enhancement algorithm based on histogram equalization and bilateral filtering techniques was deployed to reduce noise and enhance the quality of the images. …"

Graphical comparison of binary class lung cancer classification with different approaches. حسب Md. Sabbir Hossain (9958939)

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Correlation heatmap of performance scores among different feature selection algorithms: bOcOA, bPSO, bGWO, bFA, bGA, and bWAO. حسب Doaa Sami Khafaga (21463870)

Density distribution plot of performance metrics for various feature selection algorithms: bOcOA, bPSO, bGWO, bFA, bGA, and bWAO. حسب Doaa Sami Khafaga (21463870)

a) Accuracy and b) selected feature size of algorithms on the COVID-19 dataset. حسب Nebojsa Bacanin (13932723)

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

Performance of the bAD-PSO-Guided WOA algorithm compared with another algorithm. حسب Ahmed M. Elshewey (21463867)

One advantage of our algorithm is that it is not binary in nature. حسب Yong Kuk Kim (13955214)

(a) Accuracy and (b) loss curves of training and validation during binary class classification for 512 features extracted by the CNN. حسب Md. Sabbir Hossain (9958939)

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Dataset 1: Zip file containing the figures of the presented methods and results in jpeg files حسب Suchismita Behera (22027316)

"…<p dir="ltr">Figures represented here illustrates the <b>metaheuristic-based band selection framework</b> for hyperspectral image classification using <b>Binary Jaya Algorithm enhanced with a mutation operator</b> to improve population diversity and avoid premature convergence. …"

ROC curves of the proposed method for binary class classification: (A) GNB, (B) GBM, (C) KNN, (D) SVM, (E) RF, and (F) Ensemble learning. حسب Md. Sabbir Hossain (9958939)

الموضوعات:

Hair removal preprocessing using the DullRazor algorithm before image generation. حسب Mujung Kim (22367223)

Performance of the individual and proposed methods for multiclass classification of lung cancer. حسب Md. Sabbir Hossain (9958939)

الموضوعات:

Graphical comparison of multiclass lung cancer classification with different approaches. حسب Md. Sabbir Hossain (9958939)

الموضوعات:

(A) Accuracy and (B) loss of training and validation sets of multiclass classification using CNN. حسب Md. Sabbir Hossain (9958939)

الموضوعات:

Structure of the proposed hybrid CNN-SVD-based ensemble model for lung cancer classification. حسب Md. Sabbir Hossain (9958939)

الموضوعات:

Proposed Algorithm. حسب Hend Bayoumi (22693738)