SOTAVerified

regression

Papers

Showing 801850 of 9424 papers

TitleStatusHype
Exploration of register-dependent lexical semantics using word embeddingsCode0
Exponential Family Model-Based Reinforcement Learning via Score MatchingCode0
Fairness for Robust Log Loss ClassificationCode0
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNsCode0
Accuracy and stability of solar variable selection comparison under complicated dependence structuresCode0
Explainable AI for Comparative Analysis of Intrusion Detection ModelsCode0
Evolving-Graph Gaussian ProcessesCode0
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
Evolving Spatially Aggregated Features from Satellite Imagery for Regional ModelingCode0
Event Detection via Probability Density Function RegressionCode0
Exact Optimization of Conformal Predictors via Incremental and Decremental LearningCode0
Actively Learning Gaussian Process DynamicsCode0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
Evaluation of a novel GA-based methodology for model structure selection: The GA-PARSIMONYCode0
Age Progression/Regression by Conditional Adversarial AutoencoderCode0
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression ProblemsCode0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classificationCode0
Estimation of motion blur kernel parameters using regression convolutional neural networksCode0
Agent-Guided Gaze Estimation Network by Two-Eye Asymmetry ExplorationCode0
ETran: Energy-Based Transferability EstimationCode0
Evaluation for Regression Analyses on Evolving Data StreamsCode0
Event-based Camera Simulation using Monte Carlo Path Tracing with Adaptive DenoisingCode0
Explaining AI in Finance: Past, Present, ProspectsCode0
Agent Coordination via Contextual Regression (AgentCONCUR) for Data Center FlexibilityCode0
Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov ModelCode0
A Generative Map for Image-based Camera LocalizationCode0
Estimating The Effect Of Subscription based Streaming Services On The Demand For Game ConsolesCode0
Estimating Uncertainty Intervals from Collaborating NetworksCode0
Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance ReductionCode0
3DRegNet: A Deep Neural Network for 3D Point RegistrationCode0
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust RegressionCode0
Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic RegressionCode0
Symbolic regression by uniform random global searchCode0
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a ReviewCode0
Estimation and Feature Selection in Mixtures of Generalized Linear Experts ModelsCode0
Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient KernelsCode0
Epsilon-Lexicase Selection for RegressionCode0
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic EquationsCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
Environment Invariant Linear Least SquaresCode0
Epistemic Uncertainty in Conformal Scores: A Unified ApproachCode0
Active Learning for Regression Using Greedy SamplingCode0
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty QuantificationCode0
A hybrid ensemble method with negative correlation learning for regressionCode0
Ensembles of Probabilistic Regression TreesCode0
Probabilistic Traffic Forecasting with Dynamic RegressionCode0
Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel MethodsCode0
EnergyStar++: Towards more accurate and explanatory building energy benchmarkingCode0
Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive KernelsCode0
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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