regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7701–7725 of 9424 papers

Title	Date	Tasks	Status
Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models	Feb 7, 2018	Clusteringfeature selection	CodeCode Available
Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier	Feb 6, 2018	General Classificationregression	—Unverified
Learning the Synthesizability of Dynamic Texture Samples	Feb 3, 2018	regressionTexture Synthesis	—Unverified
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification	Feb 3, 2018	Breast Cancer Histology Image ClassificationGeneral Classification	—Unverified
On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data	Feb 3, 2018	Experimental Designregression	—Unverified
Convolutional neural network-based regression for depth prediction in digital holography	Feb 2, 2018	Depth EstimationDepth Prediction	—Unverified
Linearized Binary Regression	Feb 1, 2018	regression	—Unverified
Greedy Active Learning Algorithm for Logistic Regression Models	Feb 1, 2018	Active LearningBinary Classification	—Unverified
Distinguishing Cause from Effect Using Quantiles: Bivariate Quantile Causal Discovery	Jan 31, 2018	Causal DiscoveryCausal Inference	CodeCode Available
TransRev: Modeling Reviews as Translations from Users to Items	Jan 30, 2018	Product RecommendationRecommendation Systems	—Unverified
Spherical CNNs	Jan 30, 2018	Computational Efficiencyregression	CodeCode Available
Sliding Line Point Regression for Shape Robust Scene Text Detection	Jan 30, 2018	Curved Text Detectionobject-detection	CodeCode Available
Sparse and Low-rank Tensor Estimation via Cubic Sketchings	Jan 29, 2018	regressionTensor Decomposition	—Unverified
Deep Learning based Retinal OCT Segmentation	Jan 29, 2018	Deep Learningregression	—Unverified
Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization	Jan 28, 2018	3D Facial Landmark LocalizationDepth Estimation	—Unverified
Development and application of a machine learning supported methodology for measurement and verification (M&V) 2.0	Jan 24, 2018	BIG-bench Machine Learningfeature selection	—Unverified
Numerical Coordinate Regression with Convolutional Neural Networks	Jan 23, 2018	Pose Estimationregression	CodeCode Available
Variable Prioritization in Nonlinear Black Box Methods: A Genetic Association Case Study	Jan 22, 2018	regressionVariable Selection	CodeCode Available
Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms	Jan 22, 2018	regression	—Unverified
Bayesian Deep Convolutional Encoder-Decoder Networks for Surrogate Modeling and Uncertainty Quantification	Jan 21, 2018	Bayesian InferenceDecoder	—Unverified
Optimal Rates for Spectral Algorithms with Least-Squares Regression over Hilbert Spaces	Jan 20, 2018	regression	—Unverified
A Work Zone Simulation Model for Travel Time Prediction in a Connected Vehicle Environment	Jan 20, 2018	Model Selectionregression	—Unverified
Capital Structure in U.S., a Quantile Regression Approach with Macroeconomic Impacts	Jan 20, 2018	quantile regressionregression	—Unverified
SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction	Jan 19, 2018	Facial Beauty PredictionGeneral Classification	CodeCode Available
When Does Stochastic Gradient Algorithm Work Well?	Jan 18, 2018	General Classificationregression	—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