Thermal Characterization of the Overload Carbon Resistors by Ivana Kostić, Ljubiša Tomić, Aleksandar Kovačević, Saša Nikolić

“…With this paper, we provide insight into carbon resistors that have to hold out a rarely occurring transient overload. Using simple electrical circuit, the resistor is overheating with higher current than declared, and dissipation is observed by a thermal camera.…”
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Comparative analysis of machine learning approaches for predicting the risk of vaginal laxity by Hongguo Zhao, Peng Liu, Fei Chen, Mengjuan Wang, Jiaxi Liu, Xiling Fu, Hang Yu, Manman Nai, Lei Li, Xinbin Li

“…Based on 1580 cases, we have established LightGBM, Random Forest, XGBoost, and AdaBoost models based on training dataset using 5-fold cross-validation and GridSearch, and analyzed the performance of the models on the hold-out test dataset. The confusion matrix, precision, recall, F1 score, overall accuracy, and ROC curve of the models on the hold-out test dataset are compared. …”
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Sahara occidental : divergences profondes autour d’un mode de règlement by Khadija Mohsen-Finan

“…The players have adopted an all-or-nothing posture regarding the outcome of the conflict : Morocco preaches Saharan autonomy within the kingdom, while the Algeriens and Sahrawis of the Polisario Front hold out for sovereign autonomy. In the absence of a clear victory for one or the other of the protagonists, the political solution will require a compromise reflecting the balance of power. …”
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Klasifikasi Ekspresi Wajah Menggunakan Covolutional Neural Network by Ahmad Taufiq Akbar, Shoffan Saifullah, Hari Prapcoyo

“…Kami mengevaluasi model dengan 5-fold dan 10-fold cross-validation untuk estimasi kinerja yang robust, serta teknik hold-out (70:30, 80:20, 85:15, dan 90:10) untuk perbandingan hasil yang jelas. …”
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Electrical Resistivity of Concrete for Durability Evaluation: A Review by Pejman Azarsa, Rishi Gupta

“…Ions are charged and the ability of concrete to hold out against transfer of ions greatly relies on its electrical resistivity. …”
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Challenges and limitations in using bacterial metabolites as immunomodulators by Chinnashanmugam Saravanan, Nandana Karrath Gopinath, Raja Ganesan, Durairaj Thirumurugan

“…We conclude by discussing promising advances in metagenomics, metabolomics, synthetic biology, and targeted delivery systems, which hold out hope for overcoming these limitations and paving the way for the clinical translation of bacterial metabolites as effective immunomodulators.…”
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Penerapan SMOTE untuk Mengatasi Imbalance Class dalam Klasifikasi Kepribadian MBTI Menggunakan Naive Bayes Classifier by Mutiara Persada Pulungan, Andi Purnomo, Aliyah Kurniasih

“…Evaluasi menggunakan metode Hold-Out-Validation dengan membagi data menjadi 90% data latih dan 10% data uji. …”
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Protocol to generate dual-target compounds using a transformer chemical language model by Sanjana Srinivasan, Jürgen Bajorath

“…We then detail procedures for assembling ST- and corresponding DT-CPD data for specific protein pairs and evaluating the model’s performance on hold-out test sets.For complete details on the use and execution of this protocol, please refer to Srinivasan and Bajorath.1 : Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.…”
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A comprehensive evaluation of histopathology foundation models for ovarian cancer subtype classification by Jack Breen, Katie Allen, Kieran Zucker, Lucy Godson, Nicolas M. Orsi, Nishant Ravikumar

“…Attention-based multiple instance learning classifiers were compared using three ImageNet-pretrained encoders and fourteen foundation models, each trained with 1864 whole slide images and validated through hold-out testing and two external validations (the Transcanadian Study and OCEAN Challenge). …”
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Mixture density networks for re-constructing historical ocean-color products over inland and coastal waters: demonstration and validation by Sundarabalan V. Balasubramanian, Ryan E. O’Shea, Ryan E. O’Shea, Arun M. Saranathan, Arun M. Saranathan, Christopher C. Begeman, Christopher C. Begeman, Daniela Gurlin, Caren Binding, Claudia Giardino, Michelle C. Tomlinson, Krista Alikas, Kersti Kangro, Moritz K. Lehmann, Moritz K. Lehmann, Lisa Reed

“…The median MdSR over all 10 variables for the hold-out testing method was 25.9%, 24.5%, and 28.9% for MODIS, MERIS, and VIIRS, respectively. …”
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Multistaged In Silico Discovery of the Best SARS-CoV-2 Main Protease Inhibitors amongst 3009 Clinical and FDA-Approved Compounds by Ibrahim H. Eissa, Abdulrahman M. Saleh, Sara T. Al-Rashood, Abdul-Aziz M. M. El-Attar, Ahmed M. Metwaly

“…The fulfilled outcomes hold out hope of beating COVID-19 through more in vitro and in vivo research for the named compounds.…”
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Multiple PM Low-Cost Sensors, Multiple Seasons’ Data, and Multiple Calibration Models by S Srishti, Pratyush Agrawal, Padmavati Kulkarni, Hrishikesh Chandra Gautam, Meenakshi Kushwaha, V. Sreekanth

“…The ML models included (i) Decision Tree, (ii) Random Forest (RF), (iii) eXtreme Gradient Boosting, and (iv) Support Vector Regression (SVR). A hold-out validation was performed to assess the model performance. …”
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A novel data augmentation tool for enhancing machine learning classification: A new application of the higher order dynamic mode decomposition for improved cardiac disease identifi... by Nourelhouda Groun, María Villalba-Orero, Lucía Casado-Martín, Enrique Lara-Pezzi, Eusebio Valero, Jesús Garicano-Mena, Soledad Le Clainche

“…Six sets of the original echocardiography databases were hold out to be used as unseen data to test the performance of the CNN. …”
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Development of a Predictive Model of Occult Cancer After a Venous Thromboembolism Event Using Machine Learning: The CLOVER Study by Anabel Franco-Moreno, Elena Madroñal-Cerezo, Cristina Lucía de Ancos-Aracil, Ana Isabel Farfán-Sedano, Nuria Muñoz-Rivas, José Bascuñana Morejón-Girón, José Manuel Ruiz-Giardín, Federico Álvarez-Rodríguez, Jesús Prada-Alonso, Yvonne Gala-García, Miguel Ángel Casado-Suela, Ana Bustamante-Fermosel, Nuria Alfaro-Fernández, Juan Torres-Macho

“…XGBoost, LightGBM, and CatBoost algorithms were used to train different prediction models, which were subsequently validated in a hold-out dataset. <i>Results</i>: A total of 815 patients with VTE were included (51.5% male and median age of 59). …”
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Municipalities Central to Decade of Future Investments by Katja Rietzler

“…Abstract In the coalition agreement, the new federal government holds out the prospect of a “decade of investment for the future”. …”
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Dilthey, Nietzsche and the Two Faces of Culture by Charles S. Herrman

“…While cross-cultural understanding holds out promise, it seems not to be able to avert all wars, while Nietzsche’s Zarathustrianism offers little utility in achieving its promises.…”
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Essai de recherche d’une typologie de la sainte mystique dans l’islam et le christianisme à partir de l’étude de cas de Rabia Adawiyya by Claude-Brigitte Carcenac

“…Women acquire, it would seem, a significant standing by virtue of achieving saintliness, often by way of mysticism.Identifying a typology of saintly mysticism specific to women and common to both religions holds out several prospects, including that of outlining a phenomenology, over and above religious creeds, which is specifically feminine in gender. …”
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SERS Detection of Hydrophobic Molecules: Thio-β-Cyclodextrin-Driven Rapid Self-Assembly of Uniform Silver Nanoparticle Monolayers and Analyte Trapping by Qi Yuan, Yunqing Wang

“…This simple and fast protocol overcomes the difficulties related to hotspot accessibility and detection repeatability for hydrophobic analytes, holding out extensive application prospects in environmental monitoring and chemical analysis.…”
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Obraz křesťanského rytíře? Turcika ve šlechtických zbrojnicích raného novověku by Vítězslav Prchal

“…This article, based upon the analysis of Turkish weaponry presented in aristocratic armories, holds out the question as to whether these collections could be dealt with as parts of the image of a nobleman – a successful and self-confident Christian warrior. …”
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Über den »unisonierenden Dualismus« im ersten Satz von Schuberts Streichquartett G-Dur, D. 887 by Sebastian Urmoneit

“…The G major quartet begins with a “major-minor-seal” that holds out the prospect of a sonorous treatise on modal mixture. …”
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