SOTAVerified

regression

Papers

Showing 68766900 of 9424 papers

TitleStatusHype
Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming0
Logitron: Perceptron-augmented classification model based on an extended logistic loss function0
Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces0
Artificial Neural Network Modeling for Path Loss Prediction in Urban EnvironmentsCode0
Determining input variable ranges in Industry 4.0: A heuristic for estimating the domain of a real-valued function or trained regression model given an output range0
Empirical Study of Deep Learning for Text Classification in Legal Document Review0
Estimating Chlorophyll a Concentrations of Several Inland Waters with Hyperspectral Data and Machine Learning Models0
Identification, Interpretability, and Bayesian Word EmbeddingsCode0
Generating Labels for Regression of Subjective Constructs using Triplet Embeddings0
Sequential Adaptive Design for Jump Regression Estimation0
3DRegNet: A Deep Neural Network for 3D Point RegistrationCode0
Point in, Box out: Beyond Counting Persons in Crowds0
FEAFA: A Well-Annotated Dataset for Facial Expression Analysis and 3D Facial Animation0
Probabilistic Regression of Rotations using Quaternion Averaging and a Deep Multi-Headed Network0
Tree Search Network for Sparse Regression0
Adaptive Bayesian Linear Regression for Automated Machine Learning0
Fourier Transform Approach to Machine Learning I: Fourier Regression0
Sparse Tensor Additive Regression0
Online Multi-target regression trees with stacked leaf models0
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGANCode0
A proof of convergence of multi-class logistic regression network0
An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression0
Using Gaussian process regression for efficient parameter reconstruction0
A sparse semismooth Newton based proximal majorization-minimization algorithm for nonconvex square-root-loss regression problems0
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Benchmark Results

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