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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4321–4330 of 9424 papers

Title	Date	Tasks	Status	Hype
Multivariate functional group sparse regression: functional predictor selection	Jul 5, 2021	regression	CodeCode Available	0
UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning	Jul 5, 2021	Binary ClassificationClustering	CodeCode Available	0
Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression	Jul 4, 2021	regression	—Unverified	0
A Theoretical Analysis of Fine-tuning with Linear Teachers	Jul 4, 2021	Inductive Biasregression	—Unverified	0
Boost-R: Gradient Boosted Trees for Recurrence Data	Jul 3, 2021	regression	—Unverified	0
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation	Jul 3, 2021	Density Estimationregression	—Unverified	0
Slope and generalization properties of neural networks	Jul 3, 2021	Memorizationregression	CodeCode Available	0
Sibling Regression for Generalized Linear Models	Jul 3, 2021	regression	—Unverified	0
Theory of Deep Convolutional Neural Networks III: Approximating Radial Functions	Jul 2, 2021	regression	—Unverified	0
Solving Machine Learning Problems	Jul 2, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available	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