General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2651–2675 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Fast Gradient Descent Algorithm for Image Classification with Neural Networks	Apr 18, 2020	ClassificationGeneral Classification	CodeCode Available	5
An Automated Ensemble Learning Framework Using Genetic Programming for Image Classification	Jul 1, 2019	ClassificationDiversity	CodeCode Available	5
Fast Intent Classification for Spoken Language Understanding	Dec 3, 2019	ClassificationDecision Making	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
A Graph-CNN for 3D Point Cloud Classification	Nov 28, 2018	3D Object Classification3D Point Cloud Classification	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
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers	Feb 25, 2019	General ClassificationRumour Detection	CodeCode Available	5
Butterfly Detection and Classification Based on Integrated YOLO Algorithm	Jan 2, 2020	ClassificationGeneral Classification	CodeCode Available	5
Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification Frameworks	Jan 30, 2020	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Learning with Eigenvalue Decay Regularizer	Apr 24, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Neural Network Ensembles for Time Series Classification	Mar 15, 2019	AttributeClassification	CodeCode Available	5
A comprehensive, application-oriented study of catastrophic forgetting in DNNs	May 20, 2019	General ClassificationIncremental Learning	CodeCode Available	5
Discriminative Residual Analysis for Image Set Classification with Posture and Age Variations	Aug 23, 2020	General ClassificationRetrieval	CodeCode Available	5
Equal Opportunity in Online Classification with Partial Feedback	Feb 6, 2019	ClassificationDecision Making Under Uncertainty	CodeCode Available	5
Feature Denoising for Improving Adversarial Robustness	Dec 9, 2018	Adversarial DefenseAdversarial Robustness	CodeCode Available	5
Caffe: Convolutional Architecture for Fast Feature Embedding	Jun 20, 2014	ClusteringDimensionality Reduction	CodeCode Available	5
Caffeinated FPGAs: FPGA Framework For Convolutional Neural Networks	Sep 30, 2016	General ClassificationGPU	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Calibrated Boosting-Forest	Oct 16, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Calibrated simplex-mapping classification	Mar 4, 2021	ClassificationGeneral Classification	CodeCode Available	5
Balanced Binary Neural Networks with Gated Residual	Sep 26, 2019	BinarizationGeneral 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