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regression

Papers

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Showing 6101–6125 of 9424 papers

TitleStatusHype
Statistical learning by sparse deep neural networks—0
Statistical Learning for Individualized Asset Allocation—0
Statistical learning method for predicting density-matrix based electron dynamics—0
Statistical learning of geometric characteristics of wireless networks—0
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression—0
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix—0
Statistical mechanical analysis of sparse linear regression as a variable selection problem—0
Statistical optimality and stability of tangent transform algorithms in logit models—0
Statistical optimality conditions for compressive ensembles—0
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains—0
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression—0
Statistical Optimality of Interpolated Nearest Neighbor Algorithms—0
Statistical Properties of Deep Neural Networks with Dependent Data—0
Statistical Properties of the log-cosh Loss Function Used in Machine Learning—0
Statistical Query Lower Bounds for List-Decodable Linear Regression—0
Statistical Study of Sensor Data and Investigation of ML-based Calibration Algorithms for Inexpensive Sensor Modules: Experiments from Cape Point—0
Statistical Tests and Confidential Intervals as Thresholds for Quantum Neural Networks—0
Statistical Tests for Optimization Efficiency—0
Statistical tuning of artificial neural network—0
Statistique et Big Data Analytics; Volumétrie, L'Attaque des Clones—0
Stealing Hyperparameters in Machine Learning—0
Steel Phase Kinetics Modeling using Symbolic Regression—0
Steerable Wavelet Scattering for 3D Atomic Systems with Application to Li-Si Energy Prediction—0
Steered Mixture of Experts Regression for Image Denoising with Multi-Model-Inference—0
Stepwise regression for unsupervised learning—0
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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