Results of ablation experiments. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Image of the ReLU function. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Plot of baseline model output results. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Comparative test results. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Recall results. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

mAP@0.5:0.95 results. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Precision results. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

SimConv structure. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Table of training hyperparameters. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Diagram of the original model confusion matrix. حسب Mengqi Yuan (4852555)

"…Second, a dynamic up-sampling technique was introduced to improve the model’s ability to recover fine details. …"

Model predicted sites for GNNA. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Time complexity of the model respectively. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Variable importance for the PRF model. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Model predicted sites for PRFBOA. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

AUC-ROC curve for PRFPCA model. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

AUC-ROC curve for PRF model. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Cross validation of PRF and PRFGA models. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Confusion matrix for the PRF model. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Confusion matrix for the PRFGA model. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"

Model predicted sites for PRFGA. حسب Taiwo A. Adekunle (22226868)

"…In this paper, we integrated the Genetic Algorithm Optimization technique, which is popular for its excellent feature extraction technique, to enhance the predictive performance of the PRF Model. a novel hybrid algorithm the genetically optimized probabilistic random forest algorithm, designed for predicting the distribution of <i><i>mastomys natalensis</i></i> in Nigeria. …"