General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1776–1800 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance	Aug 26, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks	Sep 8, 2019	BenchmarkingClassification	CodeCode Available	5
Feature Denoising for Improving Adversarial Robustness	Dec 9, 2018	Adversarial DefenseAdversarial Robustness	CodeCode Available	5
Evolution of Novel Activation Functions in Neural Network Training with Applications to Classification of Exoplanets	Jun 1, 2019	General Classification	CodeCode Available	5
Deep Learning Human Mind for Automated Visual Classification	Sep 1, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
Aspect Level Sentiment Classification with Deep Memory Network	May 28, 2016	Aspect-Based Sentiment Analysis (ABSA)CPU	CodeCode Available	5
Feature Selection with the Boruta Package	Sep 1, 2010	feature selectionGeneral Classification	CodeCode Available	5
A Fast and Accurate Vietnamese Word Segmenter	Sep 19, 2017	General ClassificationSegmentation	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees	Mar 12, 2018	General Classification	CodeCode Available	5
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases	Jun 17, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces	Oct 1, 2018	General ClassificationMulti-Label Classification	CodeCode Available	5
A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies	Jan 30, 2019	General Classification	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep Learning on Small Datasets without Pre-Training using Cosine Loss	Jan 25, 2019	General Classification	CodeCode Available	5
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution	Nov 4, 2019	General ClassificationSentence	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	CodeCode Available	5
A novel embedded min-max approach for feature selection in nonlinear support vector machine classification	Apr 21, 2020	Classificationfeature selection	CodeCode Available	5
Finding Syntactic Representations in Neural Stacks	Jun 4, 2019	General ClassificationLanguage Modeling	CodeCode Available	5
Fine-grained Activity Recognition in Baseball Videos	Apr 9, 2018	Action DetectionActivity Detection	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	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