General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1651–1675 of 14581 papers

Title	Date	Tasks	Status	Score
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
DeepMUSIC: Multiple Signal Classification via Deep Learning	Dec 9, 2019	ClassificationDeep Learning	CodeCode Available	5
A Retrospective Analysis of the Fake News Challenge Stance-Detection Task	Aug 1, 2018	General ClassificationStance Classification	CodeCode Available	5
A Retrospective Analysis of the Fake News Challenge Stance Detection Task	Jun 13, 2018	General ClassificationStance Classification	CodeCode Available	5
A Review of Different Word Embeddings for Sentiment Classification using Deep Learning	Jul 5, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination	May 28, 2019	feature selectionGeneral Classification	CodeCode Available	5
A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data	Jan 18, 2018	Classificationfeature selection	CodeCode Available	5
Deep Reinforcement Learning for Imbalanced Classification	Jan 5, 2019	ClassificationDecision Making	CodeCode Available	5
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents	Nov 8, 2016	ClassificationGeneral Classification	CodeCode Available	5
Elastic Similarity and Distance Measures for Multivariate Time Series	Feb 20, 2021	ClassificationDynamic Time Warping	CodeCode Available	5
Ellipsoidal Subspace Support Vector Data Description	Mar 20, 2020	General ClassificationOne-Class Classification	CodeCode Available	5
ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding	Nov 17, 2019	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification	Jun 7, 2018	ClassificationCross-Lingual Sentiment Classification	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
Emotion Action Detection and Emotion Inference: the Task and Dataset	Mar 16, 2019	Action DetectionEmotion Classification	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Emotion Recognition from Speech	Dec 22, 2019	Emotion ClassificationEmotion Recognition	CodeCode Available	5
EmoTxt: A Toolkit for Emotion Recognition from Text	Aug 13, 2017	Emotion ClassificationEmotion Recognition	CodeCode Available	5
Argument Mining with Structured SVMs and RNNs	Apr 23, 2017	Argument MiningGeneral Classification	CodeCode Available	5
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Arithmetic addition of two integers by deep image classification networks: experiments to quantify their autonomous reasoning ability	Dec 10, 2019	General Classificationimage-classification	CodeCode Available	5
Encoding Temporal Markov Dynamics in Graph for Visualizing and Mining Time Series	Oct 24, 2016	General ClassificationTime Series	CodeCode Available	5
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	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