regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9251–9275 of 9424 papers

Title	Date	Tasks	Status
Feature vector regularization in machine learning	Dec 19, 2012	BIG-bench Machine LearningCancer Classification	—Unverified
Macro-Economic Time Series Modeling and Interaction Networks	Dec 10, 2012	regressionSymbolic Regression	—Unverified
Lossy Compression via Sparse Linear Regression: Computationally Efficient Encoding and Decoding	Dec 7, 2012	regression	—Unverified
Pointwise Tracking the Optimal Regression Function	Dec 1, 2012	regression	—Unverified
Projection Retrieval for Classification	Dec 1, 2012	ClassificationGeneral Classification	—Unverified
Multiple Operator-valued Kernel Learning	Dec 1, 2012	regression	—Unverified
Extractive Multi-Document Summarization with Integer Linear Programming and Support Vector Regression	Dec 1, 2012	Document SummarizationMulti-Document Summarization	—Unverified
Context-Sensitive Decision Forests for Object Detection	Dec 1, 2012	General ClassificationObject	—Unverified
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction	Dec 1, 2012	Multi-Task Learningregression	—Unverified
Multiplicative Forests for Continuous-Time Processes	Dec 1, 2012	regression	—Unverified
Gradient Weights help Nonparametric Regressors	Dec 1, 2012	regression	—Unverified
Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression	Dec 1, 2012	parameter estimationregression	—Unverified
Learning curves for multi-task Gaussian process regression	Dec 1, 2012	Multi-Task Learningregression	—Unverified
Fully Bayesian inference for neural models with negative-binomial spiking	Dec 1, 2012	Bayesian InferenceData Augmentation	—Unverified
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization	Dec 1, 2012	Action LocalizationObject Localization	—Unverified
Nonparametric Reduced Rank Regression	Dec 1, 2012	Formregression	—Unverified
A Polynomial-time Form of Robust Regression	Dec 1, 2012	Formregression	—Unverified
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression	Dec 1, 2012	Bayesian InferenceGaussian Processes	—Unverified
A Marginalized Particle Gaussian Process Regression	Dec 1, 2012	Computational Efficiencyregression	—Unverified
Understanding the Performance of Statistical MT Systems: A Linear Regression Framework	Dec 1, 2012	Machine Translationregression	—Unverified
Selecting Diverse Features via Spectral Regularization	Dec 1, 2012	Diversityfeature selection	—Unverified
Supervised Learning with Similarity Functions	Dec 1, 2012	General Classificationregression	—Unverified
Semi-Supervised Domain Adaptation with Non-Parametric Copulas	Dec 1, 2012	Domain Adaptationregression	—Unverified
A Geometric take on Metric Learning	Dec 1, 2012	Dimensionality ReductionMetric Learning	—Unverified
Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs	Nov 28, 2012	General ClassificationMulti-Label Classification	—Unverified

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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