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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1741–1750 of 9424 papers

Title	Date	Tasks	Status	Hype
Distribution-free risk assessment of regression-based machine learning algorithms	Oct 5, 2023	Conformal PredictionPrediction	—Unverified	0
Enhanced Human-Robot Collaboration using Constrained Probabilistic Human-Motion Prediction	Oct 5, 2023	GPRHuman motion prediction	—Unverified	0
Online Constraint Tightening in Stochastic Model Predictive Control: A Regression Approach	Oct 4, 2023	Model Predictive Controlregression	—Unverified	0
Credit card score prediction using machine learning models: A new dataset	Oct 4, 2023	feature selectionregression	—Unverified	0
Stationarity without mean reversion in improper Gaussian processes	Oct 4, 2023	Gaussian Processesregression	—Unverified	0
Preserving Phonemic Distinctions for Ordinal Regression: A Novel Loss Function for Automatic Pronunciation Assessment	Oct 3, 2023	regression	—Unverified	0
Investigating Speed Deviation Patterns During Glucose Episodes: A Quantile Regression Approach	Oct 3, 2023	quantile regressionregression	—Unverified	0
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference	Oct 3, 2023	Causal Inferenceregression	—Unverified	0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression	Oct 2, 2023	regressionRetrieval	—Unverified	0
A Robust Machine Learning Approach for Path Loss Prediction in 5G Networks with Nested Cross Validation	Oct 2, 2023	Predictionregression	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified