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regression

Papers

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Showing 5076–5100 of 9424 papers

TitleStatusHype
Equivalence of Convergence Rates of Posterior Distributions and Bayes Estimators for Functions and Nonparametric Functionals—0
A Comparison of Statistical and Machine Learning Algorithms for Predicting Rents in the San Francisco Bay Area—0
Modelling brain lesion volume in patches with CNN-based Poisson Regression—0
CYPUR-NN: Crop Yield Prediction Using Regression and Neural Networks—0
Bayesian Graph Neural Networks for Molecular Property PredictionCode1
Feature space approximation for kernel-based supervised learningCode0
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking—0
Random Sampling High Dimensional Model Representation Gaussian Process Regression (RS-HDMR-GPR) for representing multidimensional functions with machine-learned lower-dimensional terms allowing insight with a general methodCode0
A Non-linear Function-on-Function Model for Regression with Time Series Data—0
Hyper-parameter estimation method with particle swarm optimization—0
Reinforced optimal control—0
Marginalised Spectral Mixture Kernels with Nested Sampling—0
Decoupled Sparse Gaussian Processes Components]Decoupled Sparse Gaussian Processes Components : Separating Decision Making from Data Manifold Fitting—0
On the Inconsistency of Bayesian Inference for Misspecified Neural Networks—0
Neural Linear Models with Functional Gaussian Process Priors—0
Neural Networks as Inter-Domain Inducing Points—0
Data-aided Sensing for Gaussian Process Regression in IoT Systems—0
Conjecturing-Based Discovery of Patterns in DataCode1
Multi-task Learning for Human Settlement Extent Regression and Local Climate Zone Classification—0
Dimensionality reduction, regularization, and generalization in overparameterized regressionsCode0
Yet it moves: Learning from Generic Motions to Generate IMU data from YouTube videos—0
Robust Gaussian Process Regression Based on Iterative TrimmingCode1
Online Orthogonal Matching Pursuit—0
Supervised deep learning prediction of the formation enthalpy of the full set of configurations in complex phases: the σ-phase as an exampleCode1
Flight Sensor Data and Beamforming based Integrated UAV Tracking with Channel Estimation using Gaussian Process Regression—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