General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2926–2950 of 14581 papers

Title	Date	Tasks	Status	Score
ProtoryNet - Interpretable Text Classification Via Prototype Trajectories	Jul 3, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	5
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification	Mar 23, 2019	ClassificationGeneral Classification	CodeCode Available	5
Classification from Pairwise Similarity and Unlabeled Data	Feb 12, 2018	ClassificationGeneral Classification	CodeCode Available	5
Classification from Positive, Unlabeled and Biased Negative Data	Oct 1, 2018	Binary ClassificationClassification	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
Interpreting Neural Networks With Nearest Neighbors	Sep 8, 2018	Feature ImportanceGeneral Classification	CodeCode Available	5
Classification Logit Two-sample Testing by Neural Networks	Sep 25, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology	Feb 19, 2021	Binary ClassificationClassification	CodeCode Available	5
Invariant backpropagation: how to train a transformation-invariant neural network	Feb 16, 2015	ClassificationData Augmentation	CodeCode Available	5
AutoMSC: Automatic Assignment of Mathematics Subject Classification Labels	May 25, 2020	ArticlesClassification	CodeCode Available	5
Inverse Compositional Spatial Transformer Networks	Dec 12, 2016	ClassificationGeneral Classification	CodeCode Available	5
Classification of ALS patients based on acoustic analysis of sustained vowel phonations	Dec 14, 2020	feature selectionGeneral Classification	CodeCode Available	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	5
Investigating an Effective Character-level Embedding in Korean Sentence Classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	5
DeepFool: a simple and accurate method to fool deep neural networks	Nov 14, 2015	Adversarial AttackGeneral Classification	CodeCode Available	5
Multi-scale Processing of Noisy Images using Edge Preservation Losses	Mar 26, 2018	DenoisingEdge Detection	CodeCode Available	5
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Automating Program Structure Classification	Jan 15, 2021	ClassificationGeneral Classification	CodeCode Available	5
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models	Aug 5, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Gamblers: Learning to Abstain with Portfolio Theory	Jun 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data	Jan 31, 2021	EEGElectroencephalogram (EEG)	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General 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