SOTAVerified

regression

Papers

Showing 12261250 of 9424 papers

TitleStatusHype
Model-based Reinforcement Learning for Continuous Control with Posterior SamplingCode0
Effective Non-Random Extreme Learning MachineCode0
An Efficient and Effective Second-Order Training Algorithm for LSTM-based Adaptive LearningCode0
Efficient Algorithms for Multidimensional Segmented RegressionCode0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimizationCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
Efficient Exploration through Bayesian Deep Q-NetworksCode0
Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingCode0
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression ModelCode0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Dynamic Network Quantile Regression ModelCode0
The Complexity of Dynamic Least-Squares RegressionCode0
Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement LearningCode0
A Deterministic Streaming Sketch for Ridge RegressionCode0
Dynamic Bayesian Learning for Spatiotemporal Mechanistic ModelsCode0
Dual-sPLS: a family of Dual Sparse Partial Least Squares regressions for feature selection and prediction with tunable sparsity; evaluation on simulated and near-infrared (NIR) dataCode0
Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for PaleoceanographyCode0
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and OversamplingCode0
Dynamic CoVaR Modeling and EstimationCode0
A Comparison of Machine Learning Algorithms Applied to American Legislature PolarizationCode0
Anchor Data AugmentationCode0
Dual Instrumental Variable RegressionCode0
A Deep Regression Architecture With Two-Stage Re-Initialization for High Performance Facial Landmark DetectionCode0
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal RegressionCode0
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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