General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1051–1075 of 14581 papers

Title	Date	Tasks	Status	Hype
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification	Aug 18, 2016	Aerial Scene ClassificationClassification	CodeCode Available	1
Bag of Tricks for Efficient Text Classification	Jul 6, 2016	CPUEmotion Recognition in Conversation	CodeCode Available	1
Explaining Predictions of Non-Linear Classifiers in NLP	Jun 23, 2016	General Classificationimage-classification	CodeCode Available	1
Online SSVEP-based BCI using Riemannian geometry	May 26, 2016	EEGElectroencephalogram (EEG)	CodeCode Available	1
Adversarial Training Methods for Semi-Supervised Text Classification	May 25, 2016	ClassificationGeneral Classification	CodeCode Available	1
Revisiting Semi-Supervised Learning with Graph Embeddings	Mar 29, 2016	Document ClassificationEntity Extraction using GAN	CodeCode Available	1
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks	Mar 16, 2016	BinarizationClassification with Binary Neural Network	CodeCode Available	1
First Steps Toward Camera Model Identification with Convolutional Neural Networks	Mar 3, 2016	General ClassificationImage Forensics	CodeCode Available	1
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning	Feb 23, 2016	ClassificationGeneral Classification	CodeCode Available	1
Convolutional Radio Modulation Recognition Networks	Feb 12, 2016	General ClassificationTime Series	CodeCode Available	1
Video captioning with recurrent networks based on frame- and video-level features and visual content classification	Dec 9, 2015	Caption GenerationGeneral Classification	CodeCode Available	1
Metric Learning with Adaptive Density Discrimination	Nov 18, 2015	AttributeClassification	CodeCode Available	1
Adversarial Autoencoders	Nov 18, 2015	ClusteringData Visualization	CodeCode Available	1
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	Nov 2, 2015	Crowd CountingDecoder	CodeCode Available	1
Evaluating the visualization of what a Deep Neural Network has learned	Sep 21, 2015	ClassificationGeneral Classification	CodeCode Available	1
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1
Character-level Convolutional Networks for Text Classification	Sep 4, 2015	General ClassificationSentiment Analysis	CodeCode Available	1
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R	Aug 18, 2015	General Classificationregression	CodeCode Available	1
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture	Aug 14, 2015	General Classificationparameter estimation	CodeCode Available	1
Fairness Constraints: Mechanisms for Fair Classification	Jul 19, 2015	ClassificationDecision Making	CodeCode Available	1
Semi-Supervised Learning with Ladder Networks	Jul 9, 2015	General ClassificationSemi-Supervised Image Classification	CodeCode Available	1
Strategic Classification	Jun 23, 2015	BIG-bench Machine LearningClassification	CodeCode Available	1
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis	Jun 10, 2015	Decision MakingFire Detection	CodeCode Available	1
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	Jun 6, 2015	Bayesian InferenceDeep Reinforcement Learning	CodeCode Available	1
Imaging Time-Series to Improve Classification and Imputation	Jun 1, 2015	ClassificationGeneral Classification	CodeCode Available	1

Show:10 25 50

← PrevPage 43 of 584Next →

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