General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3726–3750 of 14581 papers

Title	Date	Tasks	Status	Score
DAGCN: Dual Attention Graph Convolutional Networks	Apr 4, 2019	General ClassificationGraph Classification	CodeCode Available	5
DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification	Aug 29, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining	Aug 4, 2020	ClassificationGeneral Classification	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
TEC: Tensor Ensemble Classifier for Big Data	Feb 26, 2021	General Classification	CodeCode Available	5
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks	Aug 20, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	5
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification	Apr 11, 2017	document-image-classificationDocument Image Classification	CodeCode Available	5
Temporal Attention-Gated Model for Robust Sequence Classification	Dec 1, 2016	ClassificationGeneral Classification	CodeCode Available	5
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks	Apr 23, 2020	Binary ClassificationComputed Tomography (CT)	CodeCode Available	5
Tensor Analysis with n-Mode Generalized Difference Subspace	Sep 4, 2019	Action RecognitionGeneral Classification	CodeCode Available	5
CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016	Aug 2, 2016	General ClassificationVideo Classification	CodeCode Available	5
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems	Mar 14, 2016	BIG-bench Machine LearningClustering	CodeCode Available	5
Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals	Sep 26, 2017	Brain Computer InterfaceEEG	CodeCode Available	5
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	5
Tertiary Eye Movement Classification by a Hybrid Algorithm	Apr 22, 2019	ClassificationGeneral Classification	CodeCode Available	5
Convex Covariate Clustering for Classification	Mar 5, 2019	ClassificationClustering	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher	Oct 6, 2020	General ClassificationRepresentation Learning	CodeCode Available	5
Cross-modal supervised learning for better acoustic representations	Nov 15, 2019	Audio ClassificationGeneral Classification	CodeCode Available	5
Text Length Adaptation in Sentiment Classification	Sep 18, 2019	ClassificationGeneral Classification	CodeCode Available	5
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection	Nov 20, 2018	General ClassificationInformation Retrieval	CodeCode Available	5
Text Understanding from Scratch	Feb 5, 2015	General ClassificationSentiment Analysis	CodeCode Available	5
Convolutional Gated Recurrent Units for Medical Relation Classification	Jul 29, 2018	ClassificationGeneral Classification	CodeCode Available	5
Cross-lingual Distillation for Text Classification	May 5, 2017	ClassificationGeneral 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