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regression

Papers

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Showing 7251–7300 of 9424 papers

TitleStatusHype
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora—0
EmoNLP at IEST 2018: An Ensemble of Deep Learning Models and Gradient Boosting Regression Tree for Implicit Emotion Prediction in Tweets—0
Detecting Satire in the News with Machine Learning—0
Learning multiview embeddings for assessing dementia—0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation—0
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data—0
UZH@SMM4H: System Descriptions—0
Quality Estimation with Force-Decoded Attention and Cross-lingual Embeddings—0
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection—0
Nth Absolute Root Mean Error—0
Distributed linear regression by averagingCode0
MERCI: A NEW METRIC TO EVALUATE THE CORRELATION BETWEEN PREDICTIVE UNCERTAINTY AND TRUE ERROR—0
Neural Regression Tree—0
ChoiceNet: Robust Learning by Revealing Output Correlations—0
Generalization Properties of hyper-RKHS and its Applications—0
Deep Neural Networks for Estimation and InferenceCode0
Matrix Linear Discriminant Analysis—0
Is Ordered Weighted _1 Regularized Regression Robust to Adversarial Perturbation? A Case Study on OSCAR—0
MobileFace: 3D Face Reconstruction with Efficient CNN RegressionCode0
Compressed Sensing with Adversarial Sparse Noise via L1 Regression—0
A Coupled Evolutionary Network for Age Estimation—0
Improving Subseasonal Forecasting in the Western U.S. with Machine LearningCode0
Interpretable Reinforcement Learning with Ensemble Methods—0
A Generalized Representer Theorem for Hilbert Space - Valued Functions—0
Noise Statistics Oblivious GARD For Robust Regression With Sparse Outliers—0
Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical RectificationCode0
Statistically and Computationally Efficient Variance Estimator for Kernel Ridge Regression—0
An Integral Pose Regression System for the ECCV2018 PoseTrack ChallengeCode0
A convex formulation for high-dimensional sparse sliced inverse regression—0
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition—0
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman FiltersCode0
On the Choice of Instruments in Mixed Frequency Specification Tests—0
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data—0
Are screening methods useful in feature selection? An empirical study—0
Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task—0
Identifying Real Estate Opportunities using Machine Learning—0
Emo2Vec: Learning Generalized Emotion Representation by Multi-task TrainingCode0
Learning Deep Mixtures of Gaussian Process Experts Using Sum-Product NetworksCode0
Learning regression and verification networks for long-term visual trackingCode0
Local Control Regression: Improving the Least Squares Monte Carlo Method for Portfolio Optimization—0
Tuning metaheuristics by sequential optimization of regression models—0
Regression Discontinuity Designs Using CovariatesCode0
3D Human Body Reconstruction from a Single Image via Volumetric Regression—0
Does Your Phone Know Your Touch?—0
Near real-time enumeration of live and dead bacteria using a fibre-based spectroscopic device—0
Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting—0
Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology—0
Selective Refinement Network for High Performance Face DetectionCode0
Gaussian Process Regression for Binned Data—0
Stock price prediction using support vector regression on daily and up to the minute prices—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified