General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3101–3125 of 14581 papers

Title	Date	Tasks	Status	Hype
Learning Representations For Images With Hierarchical Labels	Apr 2, 2020	General Classificationimage-classification	CodeCode Available	1
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification	Apr 2, 2020	3D GenerationGeneral Classification	CodeCode Available	1
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	0
Sequential Feature Classification in the Context of Redundancies	Apr 1, 2020	Classificationfeature selection	CodeCode Available	0
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition	Apr 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Learning for Personalized Tag Recommendation	Apr 1, 2020	General Classificationimage-classification	CodeCode Available	0
Semantic Drift Compensation for Class-Incremental Learning	Apr 1, 2020	class-incremental learningClass Incremental Learning	CodeCode Available	1
Learning to Select Base Classes for Few-shot Classification	Apr 1, 2020	ClassificationFew-Shot Learning	—Unverified	0
Medical-based Deep Curriculum Learning for Improved Fracture Classification	Apr 1, 2020	ClassificationGeneral Classification	—Unverified	0
Editable Neural Networks	Apr 1, 2020	Face IdentificationGeneral Classification	CodeCode Available	1
Comparative Analysis of N-gram Text Representation on Igbo Text Document Similarity	Apr 1, 2020	ArticlesClustering	—Unverified	0
Time-Frequency Analysis based Blind Modulation Classification for Multiple-Antenna Systems	Apr 1, 2020	ClassificationGeneral Classification	—Unverified	0
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing	Apr 1, 2020	ClassificationGeneral Classification	—Unverified	0
Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network	Apr 1, 2020	ClassificationGeneral Classification	—Unverified	0
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution	Apr 1, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	0
M2m: Imbalanced Classification via Major-to-minor Translation	Apr 1, 2020	ClassificationDiversity	CodeCode Available	1
Extreme Multi-label Classification from Aggregated Labels	Apr 1, 2020	ClassificationExtreme Multi-Label Classification	—Unverified	0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping	Apr 1, 2020	Binary ClassificationGeneral Classification	—Unverified	0
Give your Text Representation Models some Love: the Case for Basque	Mar 31, 2020	General ClassificationNER	CodeCode Available	0
Company classification using machine learning	Mar 31, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Adversarial Attacks on Multivariate Time Series	Mar 31, 2020	ClassificationDynamic Time Warping	—Unverified	0
A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays	Mar 31, 2020	Adversarial AttackGeneral Classification	—Unverified	0
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set	Mar 31, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	1
Appraisal Theories for Emotion Classification in Text	Mar 31, 2020	ClassificationEmotion Classification	—Unverified	0
Deep semantic gaze embedding and scanpath comparison for expertise classification during OPT viewing	Mar 31, 2020	General 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