General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7976–8000 of 14581 papers

Title	Date	Tasks	Status	Hype
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem	Jul 19, 2018	General Classificationimage-classification	—Unverified	0
A Projection Pursuit Forest Algorithm for Supervised Classification	Jul 19, 2018	ClassificationEnsemble Learning	CodeCode Available	0
Attend and Rectify: a Gated Attention Mechanism for Fine-Grained Recovery	Jul 19, 2018	ClassificationGeneral Classification	CodeCode Available	0
Selective Zero-Shot Classification with Augmented Attributes	Jul 19, 2018	AttributeClassification	—Unverified	0
Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks	Jul 19, 2018	ClassificationData Augmentation	CodeCode Available	0
Lilikoi: an R package for personalized pathway-based classification modeling using metabolomics data	Jul 18, 2018	Classificationfeature selection	CodeCode Available	0
Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants	Jul 18, 2018	ClusteringGeneral Classification	—Unverified	0
Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification Problems	Jul 18, 2018	General ClassificationGPU	CodeCode Available	0
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation	Jul 18, 2018	DecoderGeneral Classification	—Unverified	0
Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network	Jul 18, 2018	General Classification	—Unverified	0
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing	Jul 18, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling	Jul 18, 2018	DiagnosticGeneral Classification	CodeCode Available	0
Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classifiers with Hand-Crafted Features	Jul 18, 2018	General ClassificationLesion Segmentation	—Unverified	0
Melanoma Recognition with an Ensemble of Techniques for Segmentation and a Structural Analysis for Classification	Jul 18, 2018	ClassificationGeneral Classification	—Unverified	0
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks	Jul 17, 2018	Deep LearningEntity Embeddings	—Unverified	0
CBAM: Convolutional Block Attention Module	Jul 17, 2018	General ClassificationImage Classification	CodeCode Available	0
Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN)	Jul 17, 2018	General ClassificationQuantization	—Unverified	0
Contextual Memory Trees	Jul 17, 2018	General ClassificationImage Captioning	—Unverified	0
Icing on the Cake: An Easy and Quick Post-Learnig Method You Can Try After Deep Learning	Jul 17, 2018	Deep LearningGeneral Classification	—Unverified	0
Explicating feature contribution using Random Forest proximity distances	Jul 17, 2018	Decision MakingGeneral Classification	—Unverified	0
Adaptive Neural Trees	Jul 17, 2018	General ClassificationRepresentation Learning	CodeCode Available	0
Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images	Jul 17, 2018	Cancer ClassificationDomain Adaptation	—Unverified	0
Invariant Information Clustering for Unsupervised Image Classification and Segmentation	Jul 17, 2018	ClusteringGeneral Classification	CodeCode Available	1
A Dense CNN approach for skin lesion classification	Jul 17, 2018	ClassificationGeneral Classification	—Unverified	0
Low-Resource Contextual Topic Identification on Speech	Jul 17, 2018	General ClassificationTopic 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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