Quality Evaluation Method for Base Baijiu Based on Support Vector Machine Optimized by Genetic and Bootstrap Aggregating Algorithm by PANG Tingting, ZHANG Guiyu, LIU Kecai, LI Xiaoping, TUO Xianguo, PENG Yingjie, ZENG Xianglin

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A Review of the Prediction Methods for Landslide Runout by Muge Pinar Komu, Hakan Ahmet Nefeslioglu, Candan Gokceoglu

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Performance Portrait Method: Robust Design of Predictive Integral Controller by Mikulas Huba, Pavol Bistak, Jarmila Skrinarova, Damir Vrancic

“…The wide applicability of PPM ranges from verification of analytically calculated optimal settings achieved by various approaches to controller design, to the analysis as well as optimal and robust setting of controllers for processes where other known control design methods fail. One such situation is illustrated by an example of predictive integrating (PrI) controller design for processes with a dominant time-delayed sensor dynamics, representing a counterpart of proportional-integrating (PI) controllers, the most frequently used solutions in practice. …”
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Evaluation the low cost of vibration and acoustics techniques based on novel cavitation detecting in axial pumps by varying load conditions and statistical method by Ahmed Ramadhan Al-Obaidi, Anas Alwatban

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The use of the Psychiatric Electroencephalography Evaluation Registry (PEER) to personalize pharmacotherapy by Iosifescu D, Neborsky R, Valuck R

“…Patients and methods: This is an interim report of an ongoing, 2-year prospective, randomized, double blind, controlled study to evaluate PEER Interactive in guiding medication selection in subjects with a primary diagnosis of depression vs standard treatment. …”
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Evaluation of the Risk Prediction Models in Predicting Kidney Outcomes in Antiglomerular Basement Membrane Disease by Huang Kuang, Yi-yang Zhao, Jin-wei Wang, Zhao Cui, Ming-hui Zhao, Xiao-yu Jia

“…Herein, we analyzed the risk factors associated with kidney outcomes in patients with biopsy-proven anti-GBM disease and evaluated these 2 prognosis systems. Methods: A total of 120 patients with biopsy-proven anti-GBM disease with complete clinicopathologic and outcome data were analyzed. …”
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Evaluation of Mean Performance and Stability of Lentil Genotypes According to Combination of Additive Main Effects and Multiplicative Interaction, and Best Linear Unbiased Prediction Methods by Payam Pezeshkpour, Bita Naseri, Reza Amiri, Amir Mirzaei, Seyedeh Soudabeh Shobeiri, Iraj Karami

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Dry sliding tribological characteristics evaluation and prediction of TiB2-CDA/Al6061 hybrid composites exercising machine learning methods by Amit Aherwar, Anamika Ahirwar, Vimal Kumar Pathak

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Predictive Equations for Estimation of the Slump of Concrete Using GEP and MARS Methods by Ismail Husein, Ramaswamy Sivaraman, Sarwar Hasan Mohmmad, Forqan Ali Hussein Al-Khafaji, Sokaina Issa Kadhim, Yousof Rezakhani

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Probability analysis and reliability evaluation of thermal barrier coating under thermal cycling load using probabilistic statistical method by Lubin Wang, Weize Wang, Jiangling Wan, Junhao Wang, Yangguang Liu

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CFB：Financial Large Models Evaluation Methods by LI Yi, LI Hao, XU Xiaozhe, YANG Yifan

“…However, current financial evaluation methods face limitations such as singular evaluation tasks, insufficient coverage of evaluation datasets, and contamination of benchmark data. …”
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PERFORMANCE EVALUATION OF THE INDF.JK STOCK PRICE MOVEMENT PREDICTION MODEL USING RANDOM FOREST METHOD WITH GRID SEARCH CROSS VALIDATION OPTIMIZATION by Della Zaria, Evy Sulistianingsih, Shantika Martha, Wirda Andani

“…Thus, it is essential to analyze stock price movement predictions. This study aims to evaluate the prediction model's performance for PT Indofood Sukses Makmur Tbk (INDF.JK) stock price movement in the next 30 days to reduce the risk of possible losses and help the decision-making process. …”
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Comparative Analysis of Methods of Evaluating Human Fatigue by Marco Túlio de Mello, Renato de Carvalho Guerreiro, Rodrigo Santarelli, Valdênio Martins Brant, Amaury Tavares Barreto, Flavia Rodrigues da Silva, Andressa Silva

“…The risk analysis by FAST showed a strong influence of the circadian factor. In conclusion, each method has positive and negative points, and it is up to the evaluator/manager to identify the method that best suits the purpose of the evaluation, as well as the local culture and conditions. …”
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Predictive model of ulcerative colitis syndrome with ensemble learning and interpretability methods by Ling Zhu, Shan He, Wanting Zheng, Yuanyuan Tong, Feng Yang

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Prediction of stroke severity: systematic evaluation of lesion representations by Anna K. Bonkhoff, Alexander L. Cohen, William Drew, Michael A. Ferguson, Aaliya Hussain, Christopher Lin, Frederic L. W. V. J. Schaper, Anthony Bourached, Anne‐Katrin Giese, Lara C. Oliveira, Robert W. Regenhardt, Markus D. Schirmer, Christina Jern, Arne G. Lindgren, Jane Maguire, Ona Wu, Sahar Zafar, John Y. Rhee, Eyal Y. Kimchi, Maurizio Corbetta, Natalia S. Rost, Michael D. Fox, MRI‐GENIE and GISCOME Investigators and the International Stroke Genetics Consortium

“…Abstract Objective To systematically evaluate which lesion‐based imaging features and methods allow for the best statistical prediction of poststroke deficits across independent datasets. …”
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An Evaluation Study on Investment Efficiency: A Predictive Machine Learning Approach by Weiwei Hao, Hongyan Gao, Zongqing Liu

“…This paper proposes a nonlinear autoregressive neural network (NARNET) method for the investment performance evaluation of state-owned enterprises (SOE). …”
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Prediction and evaluation of residual life of casing with corrosion defects by JIA Aoyin, QIAN Liqin, WANG Jie, YANG Jingwei, WU Yaokun, WEI Mingji

“…Therefore, there is an urgent need to conduct residual life and safety evaluations of old oil field casings.MethodsBased on the von Mises equivalent stress yield criterion, a three-dimensional finite element calculation model of casings containing corrosion defects was established to analyze the influence law of corrosion pit depth and angle on casing stress distribution. …”
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Performance evaluation of forecasting strategies for building occupancy prediction by Maniar Amine, Delahoche Laurent, Chrifi-Alaoui Larbi, Zegrari Mourad, Mohamed Hamlich, Marhic Bruno, Masson Jean-Baptiste

“…Our work compares single-step and multiple-steps prediction methods to analyze their impact on accuracy and reliability. …”
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Construction and Evaluation of Intimate Partner Homicide Prediction Model by LÜ Wei-ping, LIAO Xin-biao, REN Li-ju, KONG Xiao-ping, CHEN Yan-chang, CHANG Ya-fei, LUO Bin

“…The calibration curve tended to the ideal curve.ConclusionThe IPH prediction model based on forensic field indicators has good predictive ability, reliable accuracy and stability, and can provide a scientific method for criminal profiling.…”
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AN ASSESSMENT AND PREDICTION METHODS OF ECONOMIC SPACE DEVELOPMENT INDICATORS by Anzor M. Saralidze

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