General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1176–1200 of 14581 papers

Title	Date	Tasks	Status	Score
Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods	Mar 1, 2018	General ClassificationTraffic Sign Recognition	CodeCode Available	5
Alzheimer's Disease Brain MRI Classification: Challenges and Insights	Jun 10, 2019	ClassificationGeneral Classification	CodeCode Available	5
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge	Apr 14, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning	Apr 16, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	5
Random deep neural networks are biased towards simple functions	Dec 25, 2018	General ClassificationGeneralization Bounds	CodeCode Available	5
Deep Neural Network Architectures for Modulation Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
Channel selection using Gumbel Softmax	Dec 11, 2018	channel selectionClassification	CodeCode Available	5
Deep Neural Network Compression for Image Classification and Object Detection	Oct 7, 2019	ClassificationClustering	CodeCode Available	5
ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks Performance	Dec 11, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Neural Network Ensembles for Time Series Classification	Mar 15, 2019	AttributeClassification	CodeCode Available	5
Deep Neural Networks for Bot Detection	Feb 12, 2018	General ClassificationSentiment Analysis	CodeCode Available	5
Deep Reinforcement Learning for Imbalanced Classification	Jan 5, 2019	ClassificationDecision Making	CodeCode Available	5
Deep Weighted Averaging Classifiers	Nov 6, 2018	General Classification	CodeCode Available	5
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification	Jan 30, 2018	General Classification	CodeCode Available	5
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification	May 23, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	5
Deep Multimodality Model for Multi-task Multi-view Learning	Jan 25, 2019	General Classificationimage-classification	CodeCode Available	5
Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes	Aug 25, 2017	General Classificationparameter estimation	CodeCode Available	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	5
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning	Sep 28, 2019	ClassificationDeep Learning	CodeCode Available	5
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification	Mar 13, 2019	AllGeneral Classification	CodeCode Available	5
Adaptive Cross-Modal Few-Shot Learning	Feb 19, 2019	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	5
Learning Deep Graph Representations via Convolutional Neural Networks	Apr 5, 2020	General ClassificationGraph Classification	CodeCode Available	5
Adaptive Covariate Acquisition for Minimizing Total Cost of Classification	Feb 21, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	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