BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1251–1275 of 10033 papers

Title	Date	Tasks	Status	Score
A Machine Learning Framework for Automatic Prediction of Human Semen Motility	Sep 16, 2021	BIG-bench Machine Learning	CodeCode Available	5
A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing	Feb 24, 2020	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
Effective Handwritten Digit Recognition using Deep Convolution Neural Network	Apr 30, 2020	BIG-bench Machine LearningHandwritten Digit Recognition	CodeCode Available	5
Efficient Learning on Point Clouds with Basis Point Sets	Aug 24, 2019	BIG-bench Machine Learning	CodeCode Available	5
ENCODE: Encoding NetFlows for Network Anomaly Detection	Jul 8, 2022	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
A machine learning framework for computationally expensive transient models	Jul 12, 2019	BIG-bench Machine LearningTime Series	CodeCode Available	5
Early Methods for Detecting Adversarial Images	Aug 1, 2016	BIG-bench Machine Learning	CodeCode Available	5
Easy Hyperparameter Search Using Optunity	Dec 2, 2014	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	5
Ecole: A Library for Learning Inside MILP Solvers	Apr 6, 2021	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	5
A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals	Jun 9, 2020	BIG-bench Machine Learning	CodeCode Available	5
A comparative study of general fuzzy min-max neural networks for pattern classification problems	Jul 31, 2019	BIG-bench Machine LearningClustering	CodeCode Available	5
Dynamic Mode Decomposition based feature for Image Classification	Oct 8, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
Dynamic Model Tree for Interpretable Data Stream Learning	Mar 30, 2022	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Dynamic Time Warping as a New Evaluation for Dst Forecast with Machine Learning	Jun 8, 2020	BIG-bench Machine LearningDynamic Time Warping	CodeCode Available	5
EEGsig: an open-source machine learning-based toolbox for EEG signal processing	Oct 24, 2020	BIG-bench Machine LearningEEG	CodeCode Available	5
DScribe: Library of Descriptors for Machine Learning in Materials Science	Apr 18, 2019	BIG-bench Machine LearningFormation Energy	CodeCode Available	5
DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification	Aug 22, 2020	ArticlesBIG-bench Machine Learning	CodeCode Available	5
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network	Aug 4, 2019	BIG-bench Machine LearningKnowledge Graph Embeddings	CodeCode Available	5
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs	Apr 24, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
DPPy: Sampling DPPs with Python	Sep 19, 2018	BIG-bench Machine LearningDiversity	CodeCode Available	5
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis	Oct 3, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	5
Double Machine Learning for Partially Linear Mixed-Effects Models with Repeated Measurements	Aug 31, 2021	BIG-bench Machine Learning	CodeCode Available	5
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	CodeCode Available	5
Effective dimension of machine learning models	Dec 9, 2021	BIG-bench Machine Learning	CodeCode Available	5
Improving Certified Robustness via Statistical Learning with Logical Reasoning	Feb 28, 2020	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified