regression

Papers

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Showing 6576–6600 of 9424 papers

Title	Date	Tasks	Status
Single-Document Summarization Using Sentence Embeddings and K-Means Clustering	Jul 1, 2019	ClusteringDocument Summarization	—Unverified
Unsupervised Learning of Discourse-Aware Text Representation for Essay Scoring	Jul 1, 2019	ClassificationDocument Classification	CodeCode Available
Convolutional Neural Networks for Financial Text Regression	Jul 1, 2019	regressionTransfer Learning	—Unverified
Adversarial Attention Modeling for Multi-dimensional Emotion Regression	Jul 1, 2019	regression	—Unverified
Few-Shot Representation Learning for Out-Of-Vocabulary Words	Jul 1, 2019	Learning Word EmbeddingsMeta-Learning	CodeCode Available
Using Deep Learning to Predict Plant Growth and Yield in Greenhouse Environments	Jul 1, 2019	regression	—Unverified
Time-to-Event Prediction with Neural Networks and Cox Regression	Jul 1, 2019	regressionSurvival Analysis	—Unverified
Spatio-thermal depth correction of RGB-D sensors based on Gaussian Processes in real-time	Jul 1, 2019	Gaussian Processesregression	CodeCode Available
Efficient Regularized Piecewise-Linear Regression Trees	Jun 29, 2019	GPUregression	—Unverified
Multi-objective multi-generation Gaussian process optimizer for design optimization	Jun 29, 2019	regression	CodeCode Available
Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data	Jun 28, 2019	Managementregression	—Unverified
Causal Regularization	Jun 28, 2019	Learning Theoryregression	CodeCode Available
Multiple Testing and Variable Selection along the path of the Least Angle Regression	Jun 28, 2019	Model Selectionregression	CodeCode Available
Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics	Jun 27, 2019	BIG-bench Machine Learningmodel	—Unverified
Simultaneous Transformation and Rounding (STAR) Models for Integer-Valued Data	Jun 27, 2019	regression	CodeCode Available
Learning Policies through Quantile Regression	Jun 27, 2019	MuJoCoquantile regression	—Unverified
A global approach for learning sparse Ising models	Jun 26, 2019	regression	—Unverified
Benign Overfitting in Linear Regression	Jun 26, 2019	Predictionregression	—Unverified
Automatic Discovery of Families of Network Generative Processes	Jun 26, 2019	regressionSymbolic Regression	—Unverified
Keep soft robots soft -- a data-driven based trade-off between feed-forward and feedback control	Jun 25, 2019	regression	—Unverified
A comparison of apartment rent price prediction using a large dataset: Kriging versus DNN	Jun 25, 2019	BIG-bench Machine LearningGaussian Processes	—Unverified
AMF: Aggregated Mondrian Forests for Online Learning	Jun 25, 2019	General ClassificationMulti-class Classification	CodeCode Available
A Deep Regression Model for Seed Identification in Prostate Brachytherapy	Jun 24, 2019	regression	—Unverified
Analyzing CART	Jun 24, 2019	Binary Classificationregression	—Unverified
CORAL8: Concurrent Object Regression for Area Localization in Medical Image Panels	Jun 24, 2019	regression	—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