General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6876–6900 of 14581 papers

Title	Date	Tasks	Status	Hype
Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training	Dec 7, 2018	16kGeneral Classification	CodeCode Available	0
Local Distribution in Neighborhood for Classification	Dec 7, 2018	ClassificationGeneral Classification	—Unverified	0
Privacy Partitioning: Protecting User Data During the Deep Learning Inference Phase	Dec 7, 2018	BIG-bench Machine LearningDeep Learning	—Unverified	0
Optimizing speed/accuracy trade-off for person re-identification via knowledge distillation	Dec 7, 2018	Deep LearningGeneral Classification	—Unverified	0
ShuffleNASNets: Efficient CNN models through modified Efficient Neural Architecture Search	Dec 7, 2018	General ClassificationNeural Architecture Search	—Unverified	0
LNEMLC: Label Network Embeddings for Multi-Label Classification	Dec 7, 2018	ClassificationGeneral Classification	CodeCode Available	0
Use Dimensionality Reduction and SVM Methods to Increase the Penetration Rate of Computer Networks	Dec 7, 2018	Anomaly DetectionDiagnostic	—Unverified	0
Adversarial Defense of Image Classification Using a Variational Auto-Encoder	Dec 7, 2018	Adversarial DefenseGeneral Classification	CodeCode Available	0
EEG Classification based on Image Configuration in Social Anxiety Disorder	Dec 7, 2018	ClassificationEEG	—Unverified	0
Deep Variational Transfer: Transfer Learning through Semi-supervised Deep Generative Models	Dec 7, 2018	General ClassificationTransfer Learning	—Unverified	0
Harmonic Networks: Integrating Spectral Information into CNNs	Dec 7, 2018	General Classification	CodeCode Available	1
Deep-RBF Networks Revisited: Robust Classification with Rejection	Dec 7, 2018	Adversarial AttackClassification	—Unverified	0
Comparative Document Summarisation via Classification	Dec 6, 2018	Binary ClassificationClassification	CodeCode Available	0
Feature Analysis for Assessing the Quality of Wikipedia Articles through Supervised Classification	Dec 6, 2018	ArticlesGeneral Classification	—Unverified	0
Guided Zoom: Questioning Network Evidence for Fine-grained Classification	Dec 6, 2018	ClassificationGeneral Classification	—Unverified	0
Modelling Identity Rules with Neural Networks	Dec 6, 2018	General ClassificationInductive Bias	—Unverified	0
Skin Lesions Classification Using Convolutional Neural Networks in Clinical Images	Dec 6, 2018	General Classification	CodeCode Available	0
SqueezeFit: Label-aware dimensionality reduction by semidefinite programming	Dec 6, 2018	ClassificationDimensionality Reduction	CodeCode Available	0
Fooling Network Interpretation in Image Classification	Dec 6, 2018	Adversarial AttackClassification	—Unverified	0
Tri-axial Self-Attention for Concurrent Activity Recognition	Dec 6, 2018	Action DetectionActivity Detection	—Unverified	0
MLIC: A MaxSAT-Based framework for learning interpretable classification rules	Dec 5, 2018	BIG-bench Machine LearningClassification	CodeCode Available	0
Understanding Individual Decisions of CNNs via Contrastive Backpropagation	Dec 5, 2018	General Classification	CodeCode Available	0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding	Dec 5, 2018	ClassificationClustering	—Unverified	0
Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning	Dec 5, 2018	General Classification	—Unverified	0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMs	Dec 5, 2018	Binary ClassificationGeneral Classification	CodeCode Available	0

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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