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regression

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Showing 1201–1225 of 9424 papers

TitleStatusHype
An Experimental Evaluation of Japanese Tokenizers for Sentiment-Based Text ClassificationCode0
Advanced Models for Hourly Marginal CO2 Emission Factor Estimation: A Synergy between Fundamental and Statistical Approaches—0
Learning from Summarized Data: Gaussian Process Regression with Sample Quasi-Likelihood—0
Fair and Accurate Regression: Strong Formulations and Algorithms—0
REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation—0
Optimizing Fintech Marketing: A Comparative Study of Logistic Regression and XGBoost—0
Lecture Notes on High Dimensional Linear Regression—0
Benign Overfitting in Out-of-Distribution Generalization of Linear Models—0
A parametric algorithm is optimal for non-parametric regression of smooth functions—0
Joint Models for Handling Non-Ignorable Missing Data using Bayesian Additive Regression Trees: Application to Leaf Photosynthetic Traits Data—0
CRM: Retrieval Model with Controllable Condition—0
Uncertainty separation via ensemble quantile regression—0
Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks—0
SHAP scores fail pervasively even when Lipschitz succeeds—0
A simple DNN regression for the chemical composition in essential oil—0
A Central Limit Theorem for the permutation importance measure—0
Image Gradient-Aided Photometric Stereo Network—0
Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced RegressionCode0
Probabilities-Informed Machine Learning—0
Asynchronous Distributed Gaussian Process Regression for Online Learning and Dynamical Systems: Complementary Document—0
ViSymRe: Vision-guided Multimodal Symbolic Regression—0
Neural Network Meta Classifier: Improving the Reliability of Anomaly SegmentationCode0
Assessing high-order effects in feature importance via predictability decomposition—0
Question-Attentive Review-Level for Neural Rating RegressionCode0
(ε, δ)-Differentially Private Partial Least Squares 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