General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2076–2100 of 14581 papers

Title	Date	Tasks	Status	Hype
Selection of Proper EEG Channels for Subject Intention Classification Using Deep Learning	Jul 24, 2020	Brain Computer InterfaceEEG	—Unverified	0
Genome Sequence Classification for Animal Diagnostics with Graph Representations and Deep Neural Networks	Jul 24, 2020	BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction	—Unverified	0
Exploiting the Surrogate Gap in Online Multiclass Classification	Jul 24, 2020	ClassificationGeneral Classification	—Unverified	0
MurTree: Optimal Classification Trees via Dynamic Programming and Search	Jul 24, 2020	ClassificationFairness	CodeCode Available	0
The foundations of cost-sensitive causal classification	Jul 24, 2020	ClassificationDecision Making	—Unverified	0
Hallucinating Saliency Maps for Fine-Grained Image Classification for Limited Data Domains	Jul 24, 2020	ClassificationFine-Grained Image Classification	—Unverified	0
Multi-view adaptive graph convolutions for graph classification	Jul 24, 2020	ClassificationGeneral Classification	—Unverified	0
FiSSA at SemEval-2020 Task 9: Fine-tuned For Feelings	Jul 24, 2020	ClassificationGeneral Classification	CodeCode Available	0
Proposal for a Comprehensive (Crypto) Asset Taxonomy	Jul 23, 2020	ClassificationGeneral Classification	—Unverified	0
Deep Network Ensemble Learning applied to Image Classification using CNN Trees	Jul 23, 2020	Ensemble LearningGeneral Classification	CodeCode Available	1
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification	Jul 23, 2020	ClassificationGeneral Classification	—Unverified	0
Zero-Shot Recognition through Image-Guided Semantic Classification	Jul 23, 2020	ClassificationGeneral Classification	—Unverified	0
The Devil is in Classification: A Simple Framework for Long-tail Object Detection and Instance Segmentation	Jul 23, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Right for the Right Reason: Making Image Classification Robust	Jul 23, 2020	ClassificationGeneral Classification	—Unverified	0
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction	Jul 23, 2020	Gaussian ProcessesGeneral Classification	CodeCode Available	1
A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery	Jul 22, 2020	ClassificationGeneral Classification	—Unverified	0
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders	Jul 22, 2020	ClassificationGeneral Classification	CodeCode Available	0
InstanceFlow: Visualizing the Evolution of Classifier Confusion on the Instance Level	Jul 22, 2020	ClassificationGeneral Classification	CodeCode Available	0
DEAL: Deep Evidential Active Learning for Image Classification	Jul 22, 2020	Active LearningClassification	CodeCode Available	1
Fragments-Expert: A Graphical User Interface MATLAB Toolbox for Classification of File Fragments	Jul 22, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation	Jul 22, 2020	General ClassificationMulti-Label Classification	—Unverified	0
Feature based Sequential Classifier with Attention Mechanism	Jul 22, 2020	ClassificationGeneral Classification	CodeCode Available	0
Rethinking CNN Models for Audio Classification	Jul 22, 2020	Audio ClassificationClassification	CodeCode Available	1
Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning	Jul 22, 2020	ClassificationGeneral Classification	CodeCode Available	0
A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-time Systems	Jul 21, 2020	General ClassificationObject	CodeCode Available	0

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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