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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 871–880 of 9424 papers

Title	Date	Tasks	Status	Hype
A Generalized Kernel Approach to Structured Output Learning	May 10, 2012	regression	—Unverified	0
A Generalized Framework for Predictive Clustering and Optimization	May 7, 2023	Clusteringglobal-optimization	—Unverified	0
Active Learning for Regression by Inverse Distance Weighting	Apr 14, 2022	Active LearningClassification	—Unverified	0
Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression	Dec 7, 2021	regressionSymbolic Regression	—Unverified	0
A Spectral Series Approach to High-Dimensional Nonparametric Regression	Feb 1, 2016	regressionVocal Bursts Intensity Prediction	—Unverified	0
3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder	Apr 30, 2016	Keypoint Detectionregression	—Unverified	0
A spectrum of physics-informed Gaussian processes for regression in engineering	Sep 19, 2023	Gaussian Processesregression	—Unverified	0
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery	Oct 16, 2020	BIG-bench Machine Learningregression	—Unverified	0
A generalised OMP algorithm for feature selection with application to gene expression data	Apr 1, 2020	Binary Classificationfeature selection	—Unverified	0
Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm	Oct 23, 2022	regression	—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