Data size, algorithm, and cross validation metrics in case study 1.

Data size, algorithm, and cross validation metrics in case study 1.

<p>Data size, algorithm, and cross validation metrics in case study 1.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Lillian Li (11337679) (author)
مؤلفون آخرون:	Sung-In Back (21526276) (author), Jian Ma (170138) (author), Yawen Guo (3167700) (author), Thomas Galeandro-Diamant (21526279) (author), Didier Clénet (21526282) (author)
منشور في:	2025
الموضوعات:	Science Policy Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified using test datasets useful complementary tool shapeley additive explanations provide additional insights preventing infectious diseases infectious titer loss global health needs glass transition temperature critical quality attributes models &# 8217 validation matrices two cases stepwise analysis prediction accuracy permutation importance model quality manuscript highlights machine learning liquid form linear responses innovative approaches formulation development experimental design dried form data science better stability bayesian optimization artificial intelligence
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Experimental Tg’ of 20 additional formulations compared with predicted Tg’ using XGBoost and linear models.
حسب: Lillian Li (11337679)
منشور في: (2025)

Model validation (case 1).
حسب: Lillian Li (11337679)
منشور في: (2025)

Analysis of feature importance by Wrapper method using single feature elimination.
حسب: Lillian Li (11337679)
منشور في: (2025)

Correlation heatmap showing non-linear correlation of residual rHSA and spiked rHSA concentration to the predicted titer loss at one-week 37°C.
حسب: Lillian Li (11337679)
منشور في: (2025)

Model optimization strategy and decision tree.
حسب: Lillian Li (11337679)
منشور في: (2025)

Predicted Tg’ errors for 20 additional formulations of case study 2 using linear (a) and XGBoost (b) models.
حسب: Lillian Li (11337679)
منشور في: (2025)

Details on excipient of interest analysis in case study 2 applying the selected XGBoost model for Tg’ predictions.
حسب: Lillian Li (11337679)
منشور في: (2025)

Details on excipient of interest in case study 1 step 5 analysis applying the selected Extra trees model for virus A titer loss following a one-week incubation at 37°C.
حسب: Lillian Li (11337679)
منشور في: (2025)

SHAP analysis used for feature selection in case study 1 step 3 analysis applying the selected Extra trees model for virus A titer loss after one-week at 37°C.
حسب: Lillian Li (11337679)
منشور في: (2025)

Schematic work-flow diagram of vaccine formulation development using machine learning-based tool.
حسب: Lillian Li (11337679)
منشور في: (2025)

Data Sheet 1_Construction and interpretation of tobacco leaf position discrimination model based on interpretable machine learning.docx
حسب: Ranran Kou (21785540)
منشور في: (2025)

Data sugarcane baggase biopelet_susilo et al
حسب: Bambang Susilo (14302489)
منشور في: (2025)

Dispersion metrics for antigenic distance metrics.
حسب: W. Zane Billings (22622745)
منشور في: (2025)

Two Bayesian variable screening procedures
حسب: Bojuan Barbara Zhao (21529605)
منشور في: (2025)

Supplemental File Number 1
حسب: Silvia Arrese-Igor (2095261)
منشور في: (2025)

Association between heavy metal exposure and chronic cough: the mediating roles of inflammation
حسب: Jun Wen (433853)
منشور في: (2025)

Machine Learning-Assisted Bayesian Optimization for the Discovery of Effective Additives for Dendrite Suppression in Lithium Metal Batteries
حسب: Damien K. J. Lee (18965362)
منشور في: (2024)

Achieved scores of these models based on performance metrics.
حسب: Md. Fahim Ul Islam (22470251)
منشور في: (2025)

Glass Morsels
حسب: Abidemi Babatunde Babalola (21406391)
منشور في: (2025)

Particle size frequency and image of IMC-MP@GCgel and IMC-NP@GCgel.
حسب: Hiroko Otake (14771131)
منشور في: (2025)

Supplementary Table 2
حسب: Saumya Sadanand (19506820)
منشور في: (2024)

Supplementary Figure 1
حسب: Saumya Sadanand (19506820)
منشور في: (2024)

Supplementary Table 1
حسب: Saumya Sadanand (19506820)
منشور في: (2024)

Beads for firing
حسب: Abidemi Babatunde Babalola (21406391)
منشور في: (2025)

Distribution and correlation plots for each of the antigenic distance metrics.
حسب: W. Zane Billings (22622745)
منشور في: (2025)

Table 1_Improved prediction of soil shear strength using machine learning algorithms: interpretability analysis using SHapley Additive exPlanations.docx
حسب: Mahmood Ahmad (3090876)
منشور في: (2025)

MM.08.PGS
حسب: Paula Gamble Scwartz (22527023)
منشور في: (2025)

Tibia bone strength, Ash, Ca, and P of broilers (d 14) fed SDP in the starter diets at different nutrient densities.
حسب: Atakan Bundur (19746735)
منشور في: (2024)

Serum ND virus HI titer (log 2) of broilers fed SDP in the starter diet at different nutrient densities.
حسب: Atakan Bundur (19746735)
منشور في: (2024)

Carcass yield and relative organs weights of broilers (d 42) fed SDP in the starter diets at different nutrient densities.
حسب: Atakan Bundur (19746735)
منشور في: (2024)

Body weight gain, feed intake and corrected feed conversion ratio of broilers fed SDP in the starter diets at different nutrient densities.
حسب: Atakan Bundur (19746735)
منشور في: (2024)

Analyzed and calculated nutrient and energy concentrations of high and low nutrient density diets (as fed basis) with or without 1% SDP in the starter diet.
حسب: Atakan Bundur (19746735)
منشور في: (2024)

Feed composition (as fed basis) with or without SDP in the starter diet and different nutrient densities per feeding period.
حسب: Atakan Bundur (19746735)
منشور في: (2024)

Model diagnostics for the GAMMs and LMMs fit with each of the antigenic distance metrics.
حسب: W. Zane Billings (22622745)
منشور في: (2025)

Machine Learning-Guided Prediction of Formulation Performance in Inhalable Ciprofloxacin–Bile Acid Dispersions with Antimicrobial and Toxicity Evaluation
حسب: Tareq Zeyad Bahjat (22414348)
منشور في: (2025)

Machine Learning-Guided Prediction of Formulation Performance in Inhalable Ciprofloxacin–Bile Acid Dispersions with Antimicrobial and Toxicity Evaluation
حسب: Tareq Zeyad Bahjat (22414348)
منشور في: (2025)

Performance of ML algorithms in the test sample according to AUC, accuracy and F2 metrics, with respective 95% confidence intervals.
حسب: Gilson Yuuji Shimizu (19837946)
منشور في: (2024)

Supplementary Material
حسب: Weixia Dong (12317201)
منشور في: (2025)

Hand moulding of wet powder glass
حسب: Abidemi Babatunde Babalola (21406391)
منشور في: (2025)

Closeup - Hand moulding of wet powder glass
حسب: Abidemi Babatunde Babalola (21406391)
منشور في: (2025)

Cannot write session to /tmp/vufind_sessions/sess_ua4le3oc7mb6cr1robk03dd3vc