General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3026–3050 of 14581 papers

Title	Date	Tasks	Status	Score
Classification of Malware by Using Structural Entropy on Convolutional Neural Networks	Apr 27, 2018	General ClassificationMalware Classification	CodeCode Available	5
Learning Lexical Subspaces in a Distributional Vector Space	Jan 1, 2020	General ClassificationWord Embeddings	CodeCode Available	5
Classification of Medication-Related Tweets Using Stacked Bidirectional LSTMs with Context-Aware Attention	Oct 1, 2018	General ClassificationText Classification	CodeCode Available	5
Learning Logistic Circuits	Feb 27, 2019	General Classification	CodeCode Available	5
Learning Longer-term Dependencies in RNNs with Auxiliary Losses	Mar 1, 2018	Document ClassificationGeneral Classification	CodeCode Available	5
A PCB Dataset for Defects Detection and Classification	Jan 24, 2019	ClassificationGeneral Classification	CodeCode Available	5
Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks	May 6, 2019	Bayesian OptimizationData Augmentation	CodeCode Available	5
Learning Permutation Invariant Representations using Memory Networks	Nov 18, 2019	3D Object DetectionClassification	CodeCode Available	5
Learning Qualitatively Diverse and Interpretable Rules for Classification	Jun 22, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Face Forgery Detection	Apr 6, 2020	Binary ClassificationClassification	CodeCode Available	5
Classification of Motor Imagery EEG Signals by Using a Divergence Based Convolutional Neural Network	Mar 19, 2021	Brain Computer InterfaceClassification	CodeCode Available	5
A Persistent Weisfeiler–Lehman Procedure for Graph Classification	Jun 9, 2019	ClassificationGeneral Classification	CodeCode Available	5
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks	Nov 19, 2015	EEGElectroencephalogram (EEG)	CodeCode Available	5
Multi-scale Processing of Noisy Images using Edge Preservation Losses	Mar 26, 2018	DenoisingEdge Detection	CodeCode Available	5
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification	Jun 1, 2014	ClassificationFeature Engineering	CodeCode Available	5
DeepFool: a simple and accurate method to fool deep neural networks	Nov 14, 2015	Adversarial AttackGeneral Classification	CodeCode Available	5
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices	Apr 10, 2019	ClusteringDimensionality Reduction	CodeCode Available	5
Learning Space Partitions for Nearest Neighbor Search	Jan 24, 2019	General Classificationgraph partitioning	CodeCode Available	5
Deep Discrete Hashing with Self-supervised Pairwise Labels	Jul 7, 2017	Deep HashingGeneral Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution	Aug 18, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification	Sep 6, 2019	BlockingGeneral Classification	CodeCode Available	5
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks	Nov 10, 2019	DiversityEntity Typing	CodeCode Available	5
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models	Jun 1, 2019	General Classificationimage-classification	CodeCode Available	5
DeepCorrect: Correcting DNN models against Image Distortions	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