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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2421–2430 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Infinite Action Contextual Bandits with Reusable Data Exhaust	Feb 16, 2023	Model SelectionMulti-Armed Bandits	CodeCode Available	0	5
InfiniteBoost: building infinite ensembles with gradient descent	Jun 4, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0	5
INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples	Jul 31, 2022	Diabetic Retinopathy GradingDiversity	CodeCode Available	0	5
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	0	5
A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions	Sep 21, 2017	regression	CodeCode Available	0	5
Gradient Boosting Performs Gaussian Process Inference	Jun 11, 2022	regression	CodeCode Available	0	5
Integrating Holistic and Local Information to Estimate Emotional Reaction Intensity	May 9, 2023	regression	CodeCode Available	0	5
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning	Jun 30, 2017	BIG-bench Machine Learningregression	CodeCode Available	0	5
Autoregressive Quantile Networks for Generative Modeling	Jun 14, 2018	Diversityquantile regression	CodeCode Available	0	5
ZeroShape: Regression-based Zero-shot Shape Reconstruction	Dec 21, 2023	3D Shape ReconstructionComputational Efficiency	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