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regression

Papers

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Showing 1226–1250 of 9424 papers

TitleStatusHype
Regression and Classification with Single-Qubit Quantum Neural Networks—0
(ε, δ)-Differentially Private Partial Least Squares Regression—0
Structural Entropy Guided Probabilistic CodingCode0
Fast Mixing of Data Augmentation Algorithms: Bayesian Probit, Logit, and Lasso RegressionCode0
Unsupervised Cross-Domain Regression for Fine-grained 3D Game Character Reconstruction—0
Derivative-Based Mir Spectroscopy for Blood Glucose Estimation Using Pca-Driven Regression Models—0
Predictive Modeling of Shading Effects on Photovoltaic Panels Using Regression Analysis—0
Extreme AutoML: Analysis of Classification, Regression, and NLP Performance—0
Detecting Dark Patterns in User Interfaces Using Logistic Regression and Bag-of-Words Representation—0
Obstacle-aware Gaussian Process Regression—0
Data Augmentation with Variational Autoencoder for Imbalanced DatasetCode0
Kernel Stochastic Configuration Networks for Nonlinear Regression—0
Multi-Factor Function-on-Function Regression of Bond Yields on WTI Commodity Futures Term Structure Dynamics—0
Estimating Spillover Effects in the Presence of Isolated Nodes—0
Innovative Sentiment Analysis and Prediction of Stock Price Using FinBERT, GPT-4 and Logistic Regression: A Data-Driven Approach—0
Convolution Mode Regression—0
No Free Lunch From Random Feature Ensembles—0
Modeling High-Dimensional Dependent Data in the Presence of Many Explanatory Variables and Weak Signals—0
Statistical Mechanics of Support Vector RegressionCode0
Electronic Health Records-Based Data-Driven Diabetes Knowledge Unveiling and Risk Prognosis—0
On Extrapolation of Treatment Effects in Multiple-Cutoff Regression Discontinuity Designs—0
TRENDy: Temporal Regression of Effective Nonlinear Dynamics—0
Parametric PerceptNet: A bio-inspired deep-net trained for Image Quality AssessmentCode0
Asymptotics of Linear Regression with Linearly Dependent Data—0
Private Linear Regression with Differential Privacy and PAC Privacy—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