General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1426–1450 of 14581 papers

Title	Date	Tasks	Status	Hype
Crop and weed classification based on AutoML	Oct 28, 2020	AutoMLClassification	—Unverified	0
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation	Oct 28, 2020	ClassificationEnsemble Learning	—Unverified	0
Evaluating data augmentation for financial time series classification	Oct 28, 2020	ClassificationData Augmentation	CodeCode Available	0
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and Interpolation	Oct 28, 2020	ClassificationDialogue Act Classification	CodeCode Available	0
Class-incremental learning: survey and performance evaluation on image classification	Oct 28, 2020	class-incremental learningClass Incremental Learning	—Unverified	0
Representation learning for improved interpretability and classification accuracy of clinical factors from EEG	Oct 28, 2020	DiagnosticEEG	—Unverified	0
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images	Oct 28, 2020	General ClassificationSegmentation	CodeCode Available	1
Speech-Based Emotion Recognition using Neural Networks and Information Visualization	Oct 28, 2020	BIG-bench Machine LearningEmotion Classification	CodeCode Available	0
Towards Ethics by Design in Online Abusive Content Detection	Oct 28, 2020	EthicsGeneral Classification	—Unverified	0
Large-Scale MIDI-based Composer Classification	Oct 28, 2020	ClassificationGeneral Classification	—Unverified	0
Predicting Classification Accuracy When Adding New Unobserved Classes	Oct 28, 2020	Brain DecodingClassification	—Unverified	0
Road Damage Detection and Classification with Detectron2 and Faster R-CNN	Oct 28, 2020	General ClassificationRoad Damage Detection	CodeCode Available	1
Differentiable Channel Sparsity Search via Weight Sharing within Filters	Oct 28, 2020	General Classificationimage-classification	—Unverified	0
The geometry of integration in text classification RNNs	Oct 28, 2020	ClassificationGeneral Classification	CodeCode Available	0
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis	Oct 28, 2020	AutoMLGeneral Classification	CodeCode Available	2
Graph embedding using multi-layer adjacent point merging model	Oct 28, 2020	Classificationfeature selection	—Unverified	0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports	Oct 27, 2020	ClassificationGeneral Classification	—Unverified	0
Improving Text Relationship Modeling with Artificial Data	Oct 27, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Spatio-temporal encoding improves neuromorphic tactile texture classification	Oct 27, 2020	ClassificationGeneral Classification	—Unverified	0
Selective Classification Can Magnify Disparities Across Groups	Oct 27, 2020	ClassificationGeneral Classification	CodeCode Available	0
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble	Oct 27, 2020	ClassificationEnsemble Learning	—Unverified	0
Emotion recognition by fusing time synchronous and time asynchronous representations	Oct 27, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Fine-grained Information Status Classification Using Discourse Context-Aware BERT	Oct 26, 2020	General Classification	CodeCode Available	1
Real-Time Edge Classification: Optimal Offloading under Token Bucket Constraints	Oct 26, 2020	ClassificationEdge Classification	CodeCode Available	0
Asymptotic Behavior of Adversarial Training in Binary Classification	Oct 26, 2020	Binary ClassificationClassification	—Unverified	0

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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