General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8976–9000 of 14581 papers

Title	Date	Tasks	Status	Hype
Exploring the Naturalness of Buggy Code with Recurrent Neural Networks	Mar 21, 2018	General ClassificationLanguage Modeling	—Unverified	0
HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification	Mar 21, 2018	Autonomous VehiclesClassification	CodeCode Available	0
InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter	Mar 21, 2018	General ClassificationPharmacovigilance	—Unverified	0
An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Samples	Mar 21, 2018	General ClassificationImputation	—Unverified	0
Unsupervised Representation Learning by Predicting Image Rotations	Mar 21, 2018	General ClassificationRepresentation Learning	CodeCode Available	1
Seglearn: A Python Package for Learning Sequences and Time Series	Mar 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Reservoir computing approaches for representation and classification of multivariate time series	Mar 21, 2018	Dimensionality ReductionGeneral Classification	CodeCode Available	0
MLtuner: System Support for Automatic Machine Learning Tuning	Mar 20, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Are you eligible? Predicting adulthood from face images via class specific mean autoencoder	Mar 20, 2018	General Classification	—Unverified	0
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs	Mar 20, 2018	General ClassificationNode Classification	CodeCode Available	0
A Mixture of Views Network with Applications to the Classification of Breast Microcalcifications	Mar 19, 2018	General Classification	—Unverified	0
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines	Mar 19, 2018	General ClassificationMultimodal Sentiment Analysis	—Unverified	0
Revisiting RCNN: On Awakening the Classification Power of Faster RCNN	Mar 19, 2018	ClassificationGeneral Classification	CodeCode Available	0
Diagnostic Classification Of Lung Nodules Using 3D Neural Networks	Mar 19, 2018	ClassificationComputed Tomography (CT)	CodeCode Available	0
A Robust AUC Maximization Framework with Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification	Mar 18, 2018	EEGElectroencephalogram (EEG)	—Unverified	0
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification	Mar 17, 2018	General Classificationimage-classification	—Unverified	0
Corpus Statistics in Text Classification of Online Data	Mar 16, 2018	BIG-bench Machine LearningClassification	—Unverified	0
Impacts of Dirty Data: and Experimental Evaluation	Mar 16, 2018	BIG-bench Machine LearningClustering	—Unverified	0
Graph Partition Neural Networks for Semi-Supervised Classification	Mar 16, 2018	ClassificationGeneral Classification	CodeCode Available	0
Real-time Detection, Tracking, and Classification of Moving and Stationary Objects using Multiple Fisheye Images	Mar 16, 2018	General ClassificationMoving Object Detection	—Unverified	0
Vulnerability of Deep Learning	Mar 16, 2018	Adversarial AttackDeep Learning	—Unverified	0
Towards Image Understanding from Deep Compression without Decoding	Mar 16, 2018	ClassificationGeneral Classification	CodeCode Available	0
Triplet-Center Loss for Multi-View 3D Object Retrieval	Mar 16, 2018	3D Object Recognition3D Object Retrieval	CodeCode Available	0
TBD: Benchmarking and Analyzing Deep Neural Network Training	Mar 16, 2018	BenchmarkingGeneral Classification	—Unverified	0
Studying Invariances of Trained Convolutional Neural Networks	Mar 15, 2018	General Classificationimage-classification	—Unverified	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