General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1076–1100 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Enhancement of Short Text Clustering by Iterative Classification	Jan 31, 2020	ClassificationClustering	CodeCode Available	1	5
Network Together: Node Classification via Cross-Network Deep Network Embedding	Jun 4, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1	5
Dendrite Net: A White-Box Module for Classification, Regression, and System Identification	Apr 8, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	1	5
EPNet: Enhancing Point Features with Image Semantics for 3D Object Detection	Jul 17, 2020	3D Object DetectionGeneral Classification	CodeCode Available	1	5
Equality of Opportunity in Supervised Learning	Oct 7, 2016	AttributeGeneral Classification	CodeCode Available	1	5
Establishing Baselines for Text Classification in Low-Resource Languages	May 5, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification	Aug 31, 2017	Earth ObservationGeneral Classification	CodeCode Available	1	5
A Closer Look at Few-shot Classification	Apr 8, 2019	Domain GeneralizationFew-Shot Learning	CodeCode Available	1	5
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1	5
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability	Mar 22, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1	5
Evidential Deep Learning to Quantify Classification Uncertainty	Jun 5, 2018	Deep LearningGeneral Classification	CodeCode Available	1	5
A Self-Attention Network based Node Embedding Model	Jun 22, 2020	General ClassificationLink Prediction	CodeCode Available	1	5
Explanation-Guided Training for Cross-Domain Few-Shot Classification	Jul 17, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1	5
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1	5
A Multi-cascaded Deep Model for Bilingual SMS Classification	Nov 29, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification	May 23, 2017	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Multimodality Model for Multi-task Multi-view Learning	Jan 25, 2019	General Classificationimage-classification	CodeCode Available	0	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	0	5
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning	Sep 28, 2019	ClassificationDeep Learning	CodeCode Available	0	5
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	CodeCode Available	0	5
Taming Pretrained Transformers for Extreme Multi-label Text Classification	May 7, 2019	Extreme Multi-Label ClassificationGeneral Classification	CodeCode Available	0	5
Learning Deep Graph Representations via Convolutional Neural Networks	Apr 5, 2020	General ClassificationGraph Classification	CodeCode Available	0	5
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification	Jan 25, 2018	ClassificationComputed Tomography (CT)	CodeCode Available	0	5
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples	Oct 20, 2020	General Classificationimage-classification	CodeCode Available	0	5

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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