Model selection for machine learning algorithm based on microbial abundances. حسب Elio L. Herzog (11576876)

الموضوعات: "…applying independent algorithms…"

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. حسب Yuanchen Zhao (12905580)

الموضوعات:

Types of training algorithms. حسب Caixia Yan (6647072)

Model construction and validation (A) Construction of the model based on multiple machine learning algorithms. حسب Chengting Wu (21485612)

Immune infiltration analysis by CIBERSORT algorithm. حسب Lanying Shen (22755930)

Immune infiltration analysis by CIBERSORT algorithm. حسب Lanying Shen (22755930)

Algorithmic Chronology of Freely Active Agents. حسب Robert J. Wagner (9857666)

Algorithmic Chronology of Structural Agents and Water Nodes. حسب Robert J. Wagner (9857666)

Characteristic chart of algorithm efficiency. حسب Wang Xiaoqian (10502222)

Classification performance of four machine learning algorithms on the test set. حسب Maryam Ahmadzadeh (8590380)

Final solutions of a string problem for multiple algorithms runs. حسب Pavel Kodytek (10140509)

الموضوعات:

Improved BP network algorithm flow. حسب Wang Xiaoqian (10502222)

Heat maps of mean scores over 50 datasets of the algorithms as a function of relative noise and number of samples. حسب Yuanchen Zhao (12905580)

الموضوعات:

If datasets are small and/or noisy, linear-regression-based algorithms for identifying functional groups outperform more complex versions. حسب Yuanchen Zhao (12905580)

الموضوعات:

Flowchart of the FPA algorithm. حسب Yiqiong Gao (16698968)

"…The adaptive adjustment of the transition probability effectively balances the development and exploration abilities of the algorithm. The improved flower pollination algorithm (IFPA) outperformed six classical benchmark functions that were used to verify the superiority of the improved algorithm. …"

Algorithm convergence curve. حسب Yiqiong Gao (16698968)

"…The adaptive adjustment of the transition probability effectively balances the development and exploration abilities of the algorithm. The improved flower pollination algorithm (IFPA) outperformed six classical benchmark functions that were used to verify the superiority of the improved algorithm. …"

Flowchart of the IFPA algorithm. حسب Yiqiong Gao (16698968)

"…The adaptive adjustment of the transition probability effectively balances the development and exploration abilities of the algorithm. The improved flower pollination algorithm (IFPA) outperformed six classical benchmark functions that were used to verify the superiority of the improved algorithm. …"

Output groupings of the 3 algorithms for a linear degradation chain of <i>N</i> = 3 metabolites. حسب Yuanchen Zhao (12905580)

الموضوعات:

Schematic diagram of ROI extraction algorithm. حسب Chengrui Lin (18700392)

"…The results showed that the proposed method achieved an accuracy of 98.3% on the database, with an average detection time of only 28ms on the GPU, which was superior to other mainstream lightweight networks, and the model size was only 831k. In the open-set test, with a success rate of 93.4%, an average detection time of 5.95ms on the GPU, it was far ahead of the latest palm print ROI extraction algorithm and could be applied in practice.…"

Objective function value statistics. حسب Chao Li (145513)