General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1676–1700 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	CodeCode Available	5
Deep Residual Learning for Weakly-Supervised Relation Extraction	Jul 27, 2017	General ClassificationRelation	CodeCode Available	5
Designing Illuminant Spectral Power Distributions for Surface Classification	Jul 1, 2017	ClassificationDimensionality Reduction	CodeCode Available	5
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length	Aug 8, 2020	ClassificationDiagnostic	CodeCode Available	5
A Robust Experimental Evaluation of Automated Multi-Label Classification Methods	May 16, 2020	AutoMLBayesian Optimization	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
A Robust Hybrid Approach for Textual Document Classification	Sep 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
Enriching BERT with Knowledge Graph Embeddings for Document Classification	Sep 18, 2019	ClassificationDescriptive	CodeCode Available	5
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators	Dec 2, 2019	Dialogue Act ClassificationEmotional Dialogue Acts	CodeCode Available	5
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance	Aug 26, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods	Mar 20, 2017	Feature EngineeringGeneral Classification	CodeCode Available	5
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data	Nov 6, 2017	ClassificationGeneral Classification	CodeCode Available	5
Ensemble Wrapper Subsampling for Deep Modulation Classification	May 10, 2020	Classificationfeature selection	CodeCode Available	5
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	CodeCode Available	5
Reinterpreting CTC training as iterative fitting	Apr 24, 2019	General Classification	CodeCode Available	5
Episodic Memory in Lifelong Language Learning	Jun 3, 2019	Continual LearningGeneral Classification	CodeCode Available	5
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models	Apr 4, 2017	3D Part Segmentation3D Point Cloud Classification	CodeCode Available	5
A Convolutional Transformation Network for Malware Classification	Sep 16, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
Deep Learning Human Mind for Automated Visual Classification	Sep 1, 2016	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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