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 951–975 of 10033 papers

Title	Date	Tasks	Status	Score
Exacerbating Algorithmic Bias through Fairness Attacks	Dec 16, 2020	Adversarial AttackBIG-bench Machine Learning	CodeCode Available	5
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic Sources	Jan 23, 2020	BIG-bench Machine LearningEvent Detection	CodeCode Available	5
An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics	May 26, 2021	BIG-bench Machine Learningtext-classification	CodeCode Available	5
A critical reappraisal of predicting suicidal ideation using fMRI	Mar 10, 2021	BIG-bench Machine Learning	CodeCode Available	5
Evolutionary bagging for ensemble learning	Aug 4, 2022	BIG-bench Machine LearningDiversity	CodeCode Available	5
Flexible Group Fairness Metrics for Survival Analysis	May 26, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
Exoplanet Detection using Machine Learning	Nov 28, 2020	BIG-bench Machine LearningTime Series Analysis	CodeCode Available	5
Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions	Oct 27, 2020	BIG-bench Machine Learning	CodeCode Available	5
An embarrassingly simple comparison of machine learning algorithms for indoor scene classification	Sep 25, 2021	BIG-bench Machine LearningClassification	CodeCode Available	5
An Image Processing Pipeline for Camera Trap Time-Lapse Recordings	Jun 10, 2022	BIG-bench Machine LearningVideo Segmentation	CodeCode Available	5
Quantum enhancements for deep reinforcement learning in large spaces	Oct 28, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available	5
"Even if ..." -- Diverse Semifactual Explanations of Reject	Jul 5, 2022	BIG-bench Machine LearningConformal Prediction	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
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science	Mar 20, 2016	Automated Feature EngineeringAutoML	CodeCode Available	5
An Improvement of Data Classification Using Random Multimodel Deep Learning (RMDL)	Aug 23, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Event Classification with Multi-step Machine Learning	Jun 4, 2021	BIG-bench Machine LearningClassification	CodeCode Available	5
Evaluating Tree Explanation Methods for Anomaly Reasoning: A Case Study of SHAP TreeExplainer and TreeInterpreter	Oct 13, 2020	BIG-bench Machine LearningCloud Computing	CodeCode Available	5
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	5
Evaluating recommender systems for AI-driven biomedical informatics	May 22, 2019	AI AgentBIG-bench Machine Learning	CodeCode Available	5
Fundamental Parameters of Main-Sequence Stars in an Instant with Machine Learning	Jul 6, 2016	BIG-bench Machine Learning	CodeCode Available	5
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients	Oct 12, 2020	Active LearningAstronomy	CodeCode Available	5
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security	Oct 8, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning	Jul 29, 2019	BIG-bench Machine LearningExplainable Artificial Intelligence (XAI)	CodeCode Available	5
EvalAI: Towards Better Evaluation Systems for AI Agents	Feb 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Evaluating approaches for supervised semantic labeling	Jan 29, 2018	BIG-bench Machine LearningData Integration	CodeCode Available	5

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Benchmark Results

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