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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1601–1610 of 9424 papers

Title	Date	Tasks	Status	Hype
Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants	Sep 22, 2024	Causal Inferenceregression	—Unverified	0
Analyzing CART	Jun 24, 2019	Binary Classificationregression	—Unverified	0
An Online Learning Algorithm for Neuromorphic Hardware Implementation	May 11, 2015	regression	—Unverified	0
Causal Interpretation of Regressions With Ranks	Jun 8, 2024	Econometricsregression	—Unverified	0
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners	Nov 9, 2020	counterfactualregression	—Unverified	0
An O(n(n)) Algorithm for Projecting Onto the Ordered Weighted _1 Norm Ball	May 5, 2015	Clusteringregression	—Unverified	0
A non-parametric conditional factor regression model for high-dimensional input and response	Jul 2, 2013	Dimensionality Reductionregression	—Unverified	0
Causally Regularized Learning with Agnostic Data Selection Bias	Aug 22, 2017	regressionSelection bias	—Unverified	0
An Optimal House Price Prediction Algorithm: XGBoost	Feb 6, 2024	Predictionregression	—Unverified	0
An Efficient Approach to Regression Problems with Tensor Neural Networks	Jun 14, 2024	Numerical Integrationregression	—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