General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5101–5125 of 14581 papers

Title	Date	Tasks	Status	Hype
Graph Star Net for Generalized Multi-Task Learning	Jun 21, 2019	ClassificationGeneral Classification	CodeCode Available	0
Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks	Jun 21, 2019	General Classification	CodeCode Available	0
Quantum-Inspired Support Vector Machine	Jun 21, 2019	General Classification	—Unverified	0
Effective degrees of freedom for surface finish defect detection and classification	Jun 20, 2019	Defect DetectionGeneral Classification	—Unverified	0
Progressive Gradient Pruning for Classification, Detection and DomainAdaptation	Jun 20, 2019	ClassificationGeneral Classification	CodeCode Available	0
Clustering and Classification Networks	Jun 20, 2019	ClassificationClustering	—Unverified	0
Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks	Jun 20, 2019	ClassificationGeneral Classification	CodeCode Available	0
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles	Jun 20, 2019	Aerial Scene ClassificationGeneral Classification	CodeCode Available	1
Data Interpolating Prediction: Alternative Interpretation of Mixup	Jun 20, 2019	Data AugmentationGeneral Classification	—Unverified	0
ANAE: Learning Node Context Representation for Attributed Network Embedding	Jun 20, 2019	AttributeDecoder	—Unverified	0
The Limited Multi-Label Projection Layer	Jun 20, 2019	General ClassificationGraph Generation	CodeCode Available	0
Zero-shot Learning and Knowledge Transfer in Music Classification and Tagging	Jun 20, 2019	ClassificationGeneral Classification	—Unverified	0
One-vs-All Models for Asynchronous Training: An Empirical Analysis	Jun 20, 2019	AllGeneral Classification	—Unverified	0
Regional based query in graph active learning	Jun 20, 2019	Active LearningClassification	CodeCode Available	0
Solver Recommendation For Transport Problems in Slabs Using Machine Learning	Jun 19, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Incorporating Priors with Feature Attribution on Text Classification	Jun 19, 2019	ClassificationGeneral Classification	—Unverified	0
Brain correlates of task-load and dementia elucidation with tensor machine learning using oddball BCI paradigm	Jun 19, 2019	BIG-bench Machine LearningEEG	—Unverified	0
A simple and effective postprocessing method for image classification	Jun 19, 2019	ClassificationGeneral Classification	—Unverified	0
Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield	Jun 19, 2019	ClassificationGeneral Classification	—Unverified	0
Efficient Set-Valued Prediction in Multi-Class Classification	Jun 19, 2019	ClassificationGeneral Classification	CodeCode Available	1
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection	Jun 19, 2019	CPUGeneral Classification	CodeCode Available	0
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances	Jun 19, 2019	Gaussian ProcessesGeneral Classification	CodeCode Available	0
Pre-Training with Whole Word Masking for Chinese BERT	Jun 19, 2019	Document ClassificationGeneral Classification	CodeCode Available	3
Semi-supervised Logistic Learning Based on Exponential Tilt Mixture Models	Jun 19, 2019	General Classificationregression	—Unverified	0
Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment	Jun 18, 2019	ClassificationGeneral Classification	—Unverified	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