General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3526–3550 of 14581 papers

Title	Date	Tasks	Status	Score
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data	May 30, 2017	ClassificationGeneral Classification	CodeCode Available	5
Data augmentation using synthetic data for time series classification with deep residual networks	Aug 7, 2018	Data AugmentationDynamic Time Warping	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	5
Safety Verification of Deep Neural Networks	Oct 21, 2016	Adversarial AttackAdversarial Defense	CodeCode Available	5
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Feb 12, 2018	General Classificationimage-classification	CodeCode Available	5
Sampled Weighted Min-Hashing for Large-Scale Topic Mining	Sep 6, 2015	General Classification	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
Compressed Learning: A Deep Neural Network Approach	Oct 30, 2016	General Classificationimage-classification	CodeCode Available	5
A Data Set of Internet Claims and Comparison of their Sentiments with Credibility	Nov 22, 2019	Fact CheckingGeneral Classification	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
A sparsity augmented probabilistic collaborative representation based classification method	Dec 27, 2019	ClassificationGeneral Classification	CodeCode Available	5
Scalable End-to-end Recurrent Neural Network for Variable star classification	Feb 3, 2020	ClassificationClassification Of Variable Stars	CodeCode Available	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
An adaptive nearest neighbor rule for classification	May 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
Scalable Variational Gaussian Process Classification	Nov 7, 2014	ClassificationGeneral Classification	CodeCode Available	5
Automatic Classification of Bright Retinal Lesions via Deep Network Features	Jul 7, 2017	General Classification	CodeCode Available	5
DAGCN: Dual Attention Graph Convolutional Networks	Apr 4, 2019	General ClassificationGraph Classification	CodeCode Available	5
Scene Parsing via Integrated Classification Model and Variance-Based Regularization	Jun 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification	Aug 29, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Scientific Statement Classification over arXiv.org	Aug 29, 2019	ArticlesDecoder	CodeCode Available	5
A Clockwork RNN	Feb 14, 2014	General Classification	CodeCode Available	5
ScratchDet: Training Single-Shot Object Detectors from Scratch	Oct 19, 2018	General ClassificationObject	CodeCode Available	5
Search and Rescue with Airborne Optical Sectioning	Sep 18, 2020	General ClassificationHuman Detection	CodeCode Available	5
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining	Aug 4, 2020	ClassificationGeneral Classification	CodeCode Available	5

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified