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Papers

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Showing 861–870 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
A general framework for ensemble distribution distillation	Feb 26, 2020	regression	CodeCode Available	0	5
Enhancing naive classifier for positive unlabeled data based on logistic regression approach	Jun 5, 2023	regression	CodeCode Available	0	5
Active Labeling: Streaming Stochastic Gradients	May 26, 2022	Active Learningregression	CodeCode Available	0	5
Linear and Quadratic Discriminant Analysis: Tutorial	Jun 1, 2019	Dimensionality ReductionGeneral Classification	CodeCode Available	0	5
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired Constraints	Mar 24, 2025	Diversityregression	CodeCode Available	0	5
Epistemic Uncertainty in Conformal Scores: A Unified Approach	Feb 10, 2025	Conformal PredictionGaussian Processes	CodeCode Available	0	5
Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNs	Jul 13, 2020	Feature Importanceregression	CodeCode Available	0	5
Fast local linear regression with anchor regularization	Feb 21, 2020	regression	CodeCode Available	0	5
End-to-End Probabilistic Inference for Nonstationary Audio Analysis	Jan 31, 2019	Audio Signal Processingregression	CodeCode Available	0	5
EnergyStar++: Towards more accurate and explanatory building energy benchmarking	Oct 30, 2019	Benchmarkingenergy management	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