SOTAVerified

regression

Papers

Showing 62516300 of 9424 papers

TitleStatusHype
Machine Learning and Deep Learning methods for predictive modelling from Raman spectra in bioprocessing0
Machine Learning Approach for Predicting Students Academic Performance and Study Strategies based on their Motivation0
Machine Learning as an Accurate Predictor for Percolation Threshold of Diverse Networks0
Machine Learning-Based Approach for Arabic Dialect Identification0
Machine learning based biomedical image processing for echocardiographic images0
Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production0
Machine learning-based colon deformation estimation method for colonoscope tracking0
Machine Learning based CVD Virtual Metrology in Mass Produced Semiconductor Process0
Machine Learning-Based Empirical Investigation for Credit Scoring in Vietnam’s Banking0
Machine learning based hyperspectral image analysis: A survey0
Machine learning based iterative learning control for non-repetitive time-varying systems0
Machine Learning based Laser Failure Mode Detection0
Machine learning based modelling and optimization in hard turning of AISI D6 steel with newly developed AlTiSiN coated carbide tool0
Machine learning-based prediction of fish acute mortality: implementation, interpretation, and regulatory relevance0
Machine Learning based prediction of Vanadium Redox Flow Battery temperature rise under different charge-discharge conditions0
Machine learning-based system reliability analysis with Gaussian Process Regression0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone0
Machine-learning classifiers for logographic name matching in public health applications: approaches for incorporating phonetic, visual, and keystroke similarity in large-scale probabilistic record linkage0
Machine Learning Diffusion Monte Carlo Energies0
Machine Learning Driven Biomarker Selection for Medical Diagnosis0
Machine Learning-Driven Compensation for Non-Ideal Channels in AWG-Based FBG Interrogator0
Machine Learning for Air Transport Planning and Management0
Machine Learning for a Music Glove Instrument0
Machine learning for modular multiplication0
Machine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones?0
Machine learning for multiple yield curve markets: fast calibration in the Gaussian affine framework0
Machine Learning for Raman Spectroscopy-based Cyber-Marine Fish Biochemical Composition Analysis0
Machine learning for total cloud cover prediction0
Uncertainty estimation of machine learning spatial precipitation predictions from satellite data0
Machine Learning Framework: Competitive Intelligence and Key Drivers Identification of Market Share Trends Among Healthcare Facilities0
Machine learning in front of statistical methods for prediction spread SARS-CoV-2 in Colombia0
Machine Learning in Least-Squares Monte Carlo Proxy Modeling of Life Insurance Companies0
Theory of Machine Learning with Limited Data0
Machine Learning, Linear and Bayesian Models for Logistic Regression in Failure Detection Problems0
Machine learning method for return direction forecasting of Exchange Traded Funds using classification and regression models0
Machine Learning Methods in the Computational Biology of Cancer0
Machine Learning Models in Stock Market Prediction0
Machine Learning Models to Predict Inhibition of the Bile Salt Export Pump0
Machine learning model to project the impact of Ukraine crisis0
Machine-Learning Number Fields0
Machine Learning of Space-Fractional Differential Equations0
Machine learning prediction errors better than DFT accuracy0
Machine Learning Regression based Single Event Transient Modeling Method for Circuit-Level Simulation0
Machine Learning Regression for Operator Dynamics0
Machine learning regression on hyperspectral data to estimate multiple water parameters0
Machine Learning Techniques for Estimating Soil Moisture from Mobile Captured Images0
Machine Learning Techniques for Multifactor Analysis of National Carbon Dioxide Emissions0
Machine learning techniques in joint default assessment0
Machine learning tools to improve nonlinear modeling parameters of RC columns0
Machine Learning to Predict the Antimicrobial Activity of Cold Atmospheric Plasma-Activated Liquids0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified