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regression

Papers

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Showing 7376–7400 of 9424 papers

TitleStatusHype
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms—0
Single Index Latent Variable Models for Network Topology Inference—0
Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression—0
Comment on: Decomposition of structural learning about directed acyclic graphs [1]—0
Uncoupled isotonic regression via minimum Wasserstein deconvolution—0
EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System—0
Manifold Structured Prediction—0
Conditional Sparse _p-norm Regression With Optimal Probability—0
Scalable Gaussian Process Inference with Finite-data Mean and Variance Guarantees—0
Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting DistributionCode0
Dropout-based Active Learning for Regression—0
On monitoring development indicators using high resolution satellite images—0
Person Re-Identification in Identity Regression Space—0
Does data interpolation contradict statistical optimality?—0
Overlapping Sliced Inverse Regression for Dimension Reduction—0
Neural-net-induced Gaussian process regression for function approximation and PDE solution—0
Resolution and accuracy of non-linear regression of PSF with artificial neural networks—0
Countdown Regression: Sharp and Calibrated Survival PredictionsCode0
Lessons learned from the AutoML challenge—0
Shift-Share Designs: Theory and InferenceCode0
Non-Parametric Calibration of Probabilistic Regression—0
How Bad is Good enough: Noisy annotations for instrument pose estimation—0
Employee Attrition Prediction—0
Estimation from Non-Linear Observations via Convex Programming with Application to Bilinear Regression—0
Learning Equations for Extrapolation and ControlCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

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