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regression

Papers

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Showing 1131–1140 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in R	Dec 1, 2014	General Classificationregression	CodeCode Available	0	5
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling	Oct 19, 2020	ImputationMissing Labels	CodeCode Available	0	5
Adversarial Learning Semantic Volume for 2D/3D Face Shape Regression in the Wild	Apr 19, 2019	3D Face Alignment3D Facial Landmark Localization	CodeCode Available	0	5
Efficient computation of predictive probabilities in probit models via expectation propagation	Sep 4, 2023	Binary ClassificationForm	CodeCode Available	0	5
Effective Non-Random Extreme Learning Machine	Nov 25, 2024	regression	CodeCode Available	0	5
Effective and efficient ROI-wise visual encoding using an end-to-end CNN regression model and selective optimization	Jul 27, 2019	regression	CodeCode Available	0	5
Efficient Algorithms for Multidimensional Segmented Regression	Mar 24, 2020	regression	CodeCode Available	0	5
Efficient expectation propagation for posterior approximation in high-dimensional probit models	Sep 4, 2023	regression	CodeCode Available	0	5
Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement Learning	Feb 11, 2024	Atari GamesDistributional Reinforcement Learning	CodeCode Available	0	5
ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view Clustering	Nov 20, 2020	ClusteringIncomplete multi-view clustering	CodeCode Available	0	5

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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