General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2526–2550 of 14581 papers

Title	Date	Tasks	Status	Score
Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks	Aug 28, 2019	General ClassificationGraph Embedding	CodeCode Available	5
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty	Sep 24, 2019	General Classificationimage-classification	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	5
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
Efficient Metric Learning for the Analysis of Motion Data	Oct 17, 2016	Dynamic Time WarpingGeneral Classification	CodeCode Available	5
Adversarial Augmentation for Enhancing Classification of Mammography Images	Feb 20, 2019	Cancer ClassificationClassification	CodeCode Available	5
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling	Aug 31, 2018	Binary ClassificationEvolutionary Algorithms	CodeCode Available	5
Efficient Primal-Dual Algorithms for Large-Scale Multiclass Classification	Feb 11, 2019	ClassificationGeneral Classification	CodeCode Available	5
Efficient Representation Learning Using Random Walks for Dynamic Graphs	Jan 5, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
BASS Net: Band-Adaptive Spectral-Spatial Feature Learning Neural Network for Hyperspectral Image Classification	Dec 1, 2016	ClassificationDeep Learning	CodeCode Available	5
Efficient statistical classification of satellite measurements	Feb 10, 2012	ClassificationGeneral Classification	CodeCode Available	5
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary	Sep 29, 2020	General ClassificationNovelty Detection	CodeCode Available	5
Boosting Occluded Image Classification via Subspace Decomposition Based Estimation of Deep Features	Jan 13, 2020	ClassificationGeneral Classification	CodeCode Available	5
Elastic bands across the path: A new framework and methods to lower bound DTW	Aug 29, 2018	ClusteringDynamic Time Warping	CodeCode Available	5
Elastic Neural Networks for Classification	Oct 1, 2018	ClassificationGeneral Classification	CodeCode Available	5
Elastic Similarity and Distance Measures for Multivariate Time Series	Feb 20, 2021	ClassificationDynamic Time Warping	CodeCode Available	5
Deep Gamblers: Learning to Abstain with Portfolio Theory	Jun 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
Multi-scale Processing of Noisy Images using Edge Preservation Losses	Mar 26, 2018	DenoisingEdge Detection	CodeCode Available	5
Adversarial classification: An adversarial risk analysis approach	Feb 21, 2018	ClassificationGeneral Classification	CodeCode Available	5
Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms	May 24, 2018	Document 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