Research on Olympic medal prediction based on GA-BP and logistic regression model checklist by Sanglin Zhao (20599835)

“…</p><p dir="ltr">Method:</p><p dir="ltr">This article uses the GA-BP algorithm model, combined with genetic algorithm (GA) and backpropagation neural network (BPNN), to optimize the weights and bias parameters of the BP neural network using the global search capability of genetic algorithm, thereby improving training efficiency and prediction performance. …”

Table 1_Predicting liver metastasis in pancreatic neuroendocrine tumors with an interpretable machine learning algorithm: a SEER-based study.docx by Jinzhe Bi (21225545)

“…This study aims to develop machine learning algorithms to predict liver metastasis in PaNETs patients, assisting clinicians in the personalized clinical decision-making for treatment.…”

The UB and LB of the bearing capacity factors <i>N</i>_c. by Rui Sun (177521)

“…To enhance the precision of the proposed UB finite element method using a reduced element count, this study implements a mesh adaptation algorithm grounded in plastic dissipation. …”

Predicting the Activation Temperature of 4D-Printed Parts through Machine Learning Algorithms with a Sparse Dataset-Supplementary Information.docx by Jeong-Hwan Kim (20963738)

Pie chart of dependent variables. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

EDA architecture for CPM Dataset. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Statistic Result of Random Forest Classifier. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

RF Tree and Confusion Matrix for Random Forest. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

The CPM with FFT DAQ System. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Heatmap of CPM dataset. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Hypothesis testing of CPM dataset. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Impeller vs casing with bearing scatter. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

The 5-point summary of CPM dataset. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Logistic Classifier Confusion Matrix. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Statistic Result of <i>Naïve Bayes Classifier.</i> by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Statistic Result of Support Vector Classifier. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Confusion Matrix for Support Vector Classifier. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Naïve Bayes Classifier Confusion Matrix. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

Performance Table for ML Models. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”

The Basic architecture of the model. by Gaurav Sandeep Dave (21519884)

“…This approach leverages recent advancements in data science to derive actionable insights from CPM data, facilitating more informed decision-making and optimization of pump operations.…”