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 1051–1075 of 10033 papers

Title	Date	Tasks	Status	Score
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach	Dec 8, 2020	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification	Nov 29, 2021	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
A Cone-Beam X-Ray CT Data Collection designed for Machine Learning	May 12, 2019	BIG-bench Machine LearningComputed Tomography (CT)	CodeCode Available	5
Evaluating approaches for supervised semantic labeling	Jan 29, 2018	BIG-bench Machine LearningData Integration	CodeCode Available	5
Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial	Aug 31, 2020	BIG-bench Machine Learning	CodeCode Available	5
Analyzing the Habitable Zones of Circumbinary Planets Using Machine Learning	Sep 17, 2021	BIG-bench Machine LearningDiversity	CodeCode Available	5
Estimating Glycemic Impact of Cooking Recipes via Online Crowdsourcing and Machine Learning	Sep 17, 2019	BIG-bench Machine Learning	CodeCode Available	5
Estimating heterogeneous survival treatment effect in observational data using machine learning	Aug 17, 2020	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery	Jun 15, 2021	BIG-bench Machine LearningMalware Analysis	CodeCode Available	5
Machine learning approach for segmenting glands in colon histology images using local intensity and texture features	May 15, 2019	BIG-bench Machine LearningColorectal Gland Segmentation:	CodeCode Available	5
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic Equations	Oct 6, 2020	BIG-bench Machine Learningregression	CodeCode Available	5
Estimating g-Leakage via Machine Learning	May 9, 2020	BIG-bench Machine Learning	CodeCode Available	5
EvalAI: Towards Better Evaluation Systems for AI Agents	Feb 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning	Jul 16, 2016	BIG-bench Machine Learning	CodeCode Available	5
fastFM: A Library for Factorization Machines	May 4, 2015	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Ensemble learning with 3D convolutional neural networks for connectome-based prediction	Sep 11, 2018	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
Ensemble of Neural Classifiers for Scoring Knowledge Base Triples	Mar 15, 2017	BIG-bench Machine LearningEntity Retrieval	CodeCode Available	5
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring	Dec 8, 2021	BIG-bench Machine Learning	CodeCode Available	5
Ensemble Distillation for Robust Model Fusion in Federated Learning	Jun 12, 2020	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
ensmallen: a flexible C++ library for efficient function optimization	Oct 22, 2018	BIG-bench Machine Learning	CodeCode Available	5
Analytical classical density functionals from an equation learning network	Oct 28, 2019	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
Analysis \| OPEN \| Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data	Jun 17, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Emotion Transfer Using Vector-Valued Infinite Task Learning	Feb 9, 2021	BIG-bench Machine LearningEmotion Classification	CodeCode Available	5
ENCODE: Encoding NetFlows for Network Anomaly Detection	Jul 8, 2022	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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