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regression

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Showing 8651–8675 of 9424 papers

TitleStatusHype
Regularized EM Algorithms: A Unified Framework and Statistical Guarantees—0
Random Forests for Big Data—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Temporal Convolutional Neural Networks for Diagnosis from Lab TestsCode0
Constrained Structured Regression with Convolutional Neural Networks—0
Multiple--Instance Learning: Christoffel Function Approach to Distribution Regression Problem—0
L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria—0
Complex-Valued Gaussian Processes for Regression—0
Optimized Linear Imputation—0
A Block Regression Model for Short-Term Mobile Traffic Forecasting—0
Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression—0
Efficient AUC Optimization for Information Ranking Applications—0
The least squares method for option pricing revisited—0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Using Text Mining To Analyze Real Estate Classifieds—0
Robust Elastic Net Regression—0
Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference—0
Robust Face Alignment Using a Mixture of Invariant Experts—0
Lass-0: sparse non-convex regression by local search—0
Facial Landmark Detection with Tweaked Convolutional Neural Networks—0
Black-box α-divergence MinimizationCode0
Streaming regularization parameter selection via stochastic gradient descent—0
Finding structure in data using multivariate tree boostingCode0
Efficient Multiscale Gaussian Process Regression using Hierarchical Clustering—0
Pixel-wise Segmentation of Street with Neural Networks—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