regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8751–8775 of 9424 papers

Title	Date	Tasks	Status
Statistical Inference using the Morse-Smale Complex	Jun 29, 2015	ClusteringDensity Estimation	CodeCode Available
Portfolio optimization using local linear regression ensembles in RapidMiner	Jun 29, 2015	Portfolio Optimizationregression	—Unverified
Convolutional networks and learning invariant to homogeneous multiplicative scalings	Jun 26, 2015	ClassificationGeneral Classification	—Unverified
AttentionNet: Aggregating Weak Directions for Accurate Object Detection	Jun 25, 2015	General ClassificationHuman Detection	—Unverified
Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve	Jun 24, 2015	Decision Makingregression	—Unverified
GEFCOM 2014 - Probabilistic Electricity Price Forecasting	Jun 23, 2015	regressionTime Series	—Unverified
Non-Normal Mixtures of Experts	Jun 22, 2015	ClusteringMixture-of-Experts	CodeCode Available
Spectral Analysis of Symmetric and Anti-Symmetric Pairwise Kernels	Jun 19, 2015	regression	—Unverified
Doubly Decomposing Nonparametric Tensor Regression	Jun 19, 2015	regressionTensor Decomposition	—Unverified
Sampling constrained probability distributions using Spherical Augmentation	Jun 19, 2015	Bayesian Inferenceregression	—Unverified
Feature Selection for Ridge Regression with Provable Guarantees	Jun 17, 2015	Classificationfeature selection	—Unverified
Online Gradient Boosting	Jun 16, 2015	regression	—Unverified
Latent Regression Bayesian Network for Data Representation	Jun 15, 2015	regression	—Unverified
Encog: Library of Interchangeable Machine Learning Models for Java and C#	Jun 15, 2015	BIG-bench Machine LearningClustering	—Unverified
Using the Mean Absolute Percentage Error for Regression Models	Jun 12, 2015	regression	—Unverified
Optimal γ and C for ε-Support Vector Regression with RBF Kernels	Jun 12, 2015	regression	—Unverified
Mondrian Forests for Large-Scale Regression when Uncertainty Matters	Jun 11, 2015	Bayesian OptimizationGaussian Processes	CodeCode Available
GAP Safe screening rules for sparse multi-task and multi-class models	Jun 11, 2015	regression	—Unverified
Truthful Linear Regression	Jun 10, 2015	regression	—Unverified
Convergence Rates of Active Learning for Maximum Likelihood Estimation	Jun 8, 2015	Active LearningBinary Classification	—Unverified
Robust Regression via Hard Thresholding	Jun 8, 2015	regression	—Unverified
Face alignment by coarse-to-fine shape searching	Jun 7, 2015	Face Alignmentregression	CodeCode Available
No penalty no tears: Least squares in high-dimensional linear models	Jun 7, 2015	regressionVocal Bursts Intensity Prediction	—Unverified
Classification and regression using an outer approximation projection-gradient method	Jun 6, 2015	Classificationfeature selection	—Unverified
Improved SVRG for Non-Strongly-Convex or Sum-of-Non-Convex Objectives	Jun 5, 2015	regression	CodeCode Available

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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