Comparison of imbalanced data handling techniques using accuracy and AUC values. حسب Alemu Birara Zemariam (17540938)

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Accuracy and AUC value of ML algorithms using three hyper parameter tuning techniques. حسب Alemu Birara Zemariam (17540938)

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A mean SHAP value report. حسب Alemu Birara Zemariam (17540938)

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Performance evaluation measure of the machine learning algorithm after data balancing with SMOTE and grid search tuning. حسب Alemu Birara Zemariam (17540938)

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Study workflow diagram. حسب Alemu Birara Zemariam (17540938)

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ROC curve analysis of machine learning algorithms with balanced data before tuning (A) and after optimized with hyper parameter tuning (B). حسب Alemu Birara Zemariam (17540938)

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Socio-demographic characteristics among adolescent girls in Ethiopia, 2016 EDHS. حسب Alemu Birara Zemariam (17540938)

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Prevalence of stunting among adolescent girls in Ethiopia, 2016 with unbalanced data (A) and balanced date using SMOTE (B). حسب Alemu Birara Zemariam (17540938)

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Feature selection using the Boruta algorithm method. حسب Alemu Birara Zemariam (17540938)

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A waterfall plot analysis. حسب Alemu Birara Zemariam (17540938)

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Stunting final dataset. حسب Alemu Birara Zemariam (17540938)

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Global Aridity Index and Potential Evapotranspiration (ET0) Database: Version 3.1 حسب Robert Zomer (12796235)

ClaritySpectra: Raman spectra analysis tool حسب Aaron Celestian (9395696)

Discovery of a Latent Entropy-Based Physiologic State Variable Governing Multisystem Instability in Critical Illness حسب Jordan Rabbani (22800074)

SingleFrag حسب Maribel Pérez Ribera (19868316)

<b>Historical Nifty 50 Constituent Weights (Rolling 20-Year Window)</b> حسب Sukrit Bera (22314922)

"…</li><li>Values: The cells contain the stock's weight (as a percentage) in the Nifty 50 index on a given date. A value of 0 indicates the stock was not an index constituent at that time.…"

The infrared thermal imager captures the schematic diagram and infrared image of the envelope structure. حسب Jianwei Yue (9712465)

Table 1_Machine learning models for mortality prediction in patients with spontaneous subarachnoid hemorrhage following ICU treatment.docx حسب Wenwen Hu (403536)

"…We constructed 8 models based on the 12 selected features in the training set and evaluated them in the test set by various metrics, including area under the curve (AUC), accuracy, precision (positive prediction value), recall (sensitivity), Brier score, Jordan index, and calibration slope. …"

Image 1_Machine learning models for mortality prediction in patients with spontaneous subarachnoid hemorrhage following ICU treatment.jpeg حسب Wenwen Hu (403536)

"…We constructed 8 models based on the 12 selected features in the training set and evaluated them in the test set by various metrics, including area under the curve (AUC), accuracy, precision (positive prediction value), recall (sensitivity), Brier score, Jordan index, and calibration slope. …"

Percentage of PNC Utilizations. حسب Daniel Niguse Mamo (16813898)

"…The Region, residence, maternal education, religion, wealth index, health insurance status, and place of delivery are identified as contributing factors that predict postnatal care utilization. …"