General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6376–6400 of 14581 papers

Title	Date	Tasks	Status	Hype
Web Links Prediction And Category-Wise Recommendation Based On Browser History	Feb 21, 2019	General ClassificationHyperparameter Optimization	CodeCode Available	0
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations	Feb 21, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	1
ntuer at SemEval-2019 Task 3: Emotion Classification with Word and Sentence Representations in RCNN	Feb 21, 2019	Emotion ClassificationGeneral Classification	CodeCode Available	0
Reduced-Rank Local Distance Metric Learning for k-NN Classification	Feb 21, 2019	ClassificationGeneral Classification	—Unverified	0
Stable and Fair Classification	Feb 21, 2019	ClassificationDecision Making	CodeCode Available	0
End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data	Feb 21, 2019	General Classification	CodeCode Available	1
ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset	Feb 21, 2019	Data AugmentationFace Recognition	—Unverified	0
Deep Discriminative Representation Learning with Attention Map for Scene Classification	Feb 21, 2019	ClassificationFace Recognition	—Unverified	0
Deep Short Text Classification with Knowledge Powered Attention	Feb 21, 2019	ClassificationGeneral Classification	CodeCode Available	0
Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure	Feb 20, 2019	ArticlesGeneral Classification	CodeCode Available	0
Adversarial Augmentation for Enhancing Classification of Mammography Images	Feb 20, 2019	Cancer ClassificationClassification	CodeCode Available	0
Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers	Feb 20, 2019	Face RecognitionGeneral Classification	CodeCode Available	0
Mexican Hat Wavelet Kernel ELM for Multiclass Classification	Feb 20, 2019	ClassificationGeneral Classification	—Unverified	0
Learning Sparse Neural Networks via _0 and T_1 by a Relaxed Variable Splitting Method with Application to Multi-scale Curve Classification	Feb 20, 2019	General Classification	—Unverified	0
Long-Bone Fracture Detection using Artificial Neural Networks based on Line Features of X-ray Images	Feb 20, 2019	Fracture detectionGeneral Classification	—Unverified	0
DeepBall: Deep Neural-Network Ball Detector	Feb 19, 2019	General ClassificationObject	CodeCode Available	1
Adaptive Cross-Modal Few-Shot Learning	Feb 19, 2019	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning	Feb 19, 2019	Binary ClassificationDensity Estimation	CodeCode Available	0
Evaluating model calibration in classification	Feb 19, 2019	ClassificationDecision Making	CodeCode Available	0
Using Conditional Generative Adversarial Networks to Generate Ground-Level Views From Overhead Imagery	Feb 19, 2019	DecoderGeneral Classification	—Unverified	0
Discovery of Natural Language Concepts in Individual Units of CNNs	Feb 18, 2019	Concept AlignmentGeneral Classification	CodeCode Available	0
Classifying textual data: shallow, deep and ensemble methods	Feb 18, 2019	ClassificationDeep Learning	—Unverified	0
Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish	Feb 18, 2019	General ClassificationSegmentation	—Unverified	0
HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification	Feb 18, 2019	ClassificationGeneral Classification	CodeCode Available	0
Contextual Encoder-Decoder Network for Visual Saliency Prediction	Feb 18, 2019	DecoderGeneral 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