Feature selection using Boruta algorithm. حسب Shayla Naznin (13014015)

"…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…"

Feature selection using the Boruta algorithm. حسب Guang Tu (22054865)

الموضوعات:

ML algorithms in cyber security. حسب Abdullah Asım Yılmaz (20715311)

Convergence curve of the DBO algorithm. حسب Ma Haohao (22177538)

"…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …"

The effectiveness of the XGBoost algorithm. حسب Shenglan Tang (707472)

الموضوعات:

Types of machine learning algorithms. حسب Md. Merajul Islam (12646837)

"…Thus, the objectives of this study are to develop an appropriate model for predicting the risk of undernutrition and identify its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.…"

Key features of the XGBoost algorithm. حسب Shenglan Tang (707472)

الموضوعات:

The working principle of the XGBoost algorithm. حسب Shenglan Tang (707472)

الموضوعات:

Proposed genetic algorithm for feature selection. حسب Shirin Dehghan (19837936)

الموضوعات:

Improve algorithm settings. حسب Hui Zhao (7395)

الموضوعات:

RF Algorithm error rate of the model. حسب Halit Tutar (20678455)

"…For this purpose, Artificial Neural Networks (ANN), Automatic Linear Model (ALM), Random Forest (RF) Algorithm and Multivariate Adaptive Regression Spline (MARS) Algorithm were used, and the prediction performances of these methods were compared. …"

Model surface plots in MARS algorithm. حسب Halit Tutar (20678455)

"…For this purpose, Artificial Neural Networks (ANN), Automatic Linear Model (ALM), Random Forest (RF) Algorithm and Multivariate Adaptive Regression Spline (MARS) Algorithm were used, and the prediction performances of these methods were compared. …"

NAR dynamic neural network model. حسب Zhanni Huang (20577481)

"…Therefore, this article uses the random forest model and XGBoost algorithm to identify core price indicators, and uses an innovative rolling NAR dynamic neural network model to simulate and predict second-hand sailboat price data. …"

Workflow of the proposed enhanced Random Forest (eRF) algorithm for volcanic lithology classification. حسب Xiu Jin (9452603)

Identified important predictors for ANC visits by Boruta algorithm. حسب Md. A. Salam (22386223)

الموضوعات:

Mean(SD) AUC-ROC for Study Population and Demographic Subgroups by Classification Algorithm. حسب Elizabeth A. Campbell (3019293)

Schematic diagram of the SARIMA algorithm flow. حسب Yongxin Dai (13796385)

الموضوعات:

Noise reduction by the sliding average algorithm. حسب Yongxin Dai (13796385)

الموضوعات:

Model comparison used. حسب Md. Fahim Ul Islam (22470251)

الموضوعات:

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. حسب Abdullah Asım Yılmaz (20715311)