General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3301–3325 of 14581 papers

Title	Date	Tasks	Status	Score
Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks	Apr 19, 2016	Action DetectionAction Recognition	CodeCode Available	5
Online Multiclass Boosting	Feb 23, 2017	Binary ClassificationGeneral Classification	CodeCode Available	5
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Images	Jan 26, 2016	DiversityGeneral Classification	CodeCode Available	5
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?	Jul 2, 2020	General Classificationimage-classification	CodeCode Available	5
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification	Dec 18, 2018	ClassificationGeneral 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
Differential Privacy Has Disparate Impact on Model Accuracy	May 28, 2019	Gender ClassificationGeneral Classification	CodeCode Available	5
On orthogonal projections for dimension reduction and applications in augmented target loss functions for learning problems	Jan 22, 2019	Dimensionality ReductionGeneral Classification	CodeCode Available	5
A Retrospective Analysis of the Fake News Challenge Stance Detection Task	Jun 13, 2018	General ClassificationStance Classification	CodeCode Available	5
On the Calibration of Multiclass Classification with Rejection	Jan 30, 2019	ClassificationGeneral Classification	CodeCode Available	5
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning	Feb 19, 2019	Binary ClassificationDensity Estimation	CodeCode Available	5
Decoupling "when to update" from "how to update"	Jun 8, 2017	Face RecognitionGender Classification	CodeCode Available	5
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep Learning	Jul 1, 2019	General Classification	CodeCode Available	5
CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations	Oct 27, 2016	ClassificationGeneral Classification	CodeCode Available	5
Decoupling Localization and Classification in Single Shot Temporal Action Detection	Apr 16, 2019	Action DetectionClassification	CodeCode Available	5
On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks	Oct 30, 2020	ClassificationGeneral Classification	CodeCode Available	5
Automatic Differentiation in PyTorch	Oct 28, 2017	ClusteringCPU	CodeCode Available	5
On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks	Mar 4, 2020	Binary ClassificationClassification	CodeCode Available	5
Analysis Dictionary Learning based Classification: Structure for Robustness	Jul 13, 2018	ClassificationDictionary Learning	CodeCode Available	5
Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection	Oct 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention	Aug 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
COLA: Decentralized Linear Learning	Aug 13, 2018	BIG-bench Machine LearningCoLA	CodeCode Available	5
Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations	Jan 31, 2018	ClusteringGeneral Classification	CodeCode Available	5
Decoder Choice Network for Meta-Learning	Sep 25, 2019	DecoderEnsemble Learning	CodeCode Available	5
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks	Aug 11, 2020	ClassificationEEG	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