General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1801–1825 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	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 Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Fine-grained Sentiment Classification using BERT	Oct 4, 2019	Chinese Sentiment AnalysisClassification	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Fine-grained visual recognition with salient feature detection	Aug 12, 2018	ClassificationFine-Grained Visual Recognition	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	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
Accuracy Improvement of Neural Network Training using Particle Swarm Optimization and its Stability Analysis for Classification	May 11, 2019	ClassificationGeneral Classification	CodeCode Available	5
Fisher Discriminative Least Squares Regression for Image Classification	Mar 19, 2019	ClassificationFace Recognition	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 Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
A benchmark of data stream classification for human activity recognition on connected objects	Aug 27, 2020	Activity RecognitionClassification	CodeCode Available	5
Associative Domain Adaptation	Aug 2, 2017	Domain AdaptationGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning	Feb 27, 2019	General Classificationimage-classification	CodeCode Available	5
AdaBoost and robust one-bit compressed sensing	May 5, 2021	Binary Classificationcompressed sensing	CodeCode Available	5
Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learning	Dec 15, 2018	General Classificationimage-classification	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
FoldingNet: Point Cloud Auto-encoder via Deep Grid Deformation	Dec 19, 2017	3D Point Cloud Linear ClassificationDecoder	CodeCode Available	5
A Late Fusion CNN for Digital Matting	Jun 1, 2019	DecoderGeneral Classification	CodeCode Available	5
Food Image Recognition by Using Convolutional Neural Networks (CNNs)	Dec 3, 2016	Data AugmentationGeneral Classification	CodeCode Available	5
Deep learning with differential Gaussian process flows	Oct 9, 2018	Deep LearningGaussian Processes	CodeCode Available	5
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning	Apr 16, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral 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