General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1751–1775 of 14581 papers

Title	Date	Tasks	Status	Score
A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble Construction	Jul 31, 2019	ClusteringGeneral Classification	CodeCode Available	5
A Hybrid Neuromorphic Object Tracking and Classification Framework for Real-time Systems	Jul 21, 2020	General ClassificationObject	CodeCode Available	5
A Fast and Robust TSVM for Pattern Classification	Nov 15, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning Human Mind for Automated Visual Classification	Sep 1, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Learning using Rectified Linear Units (ReLU)	Mar 22, 2018	ClassificationDeep Learning	CodeCode Available	5
Fashion Landmark Detection and Category Classification for Robotics	Mar 26, 2020	ClassificationData Augmentation	CodeCode Available	5
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing	Jun 24, 2015	General ClassificationPart-Of-Speech Tagging	CodeCode Available	5
Fast and accurate sentiment classification using an enhanced Naive Bayes model	May 27, 2013	feature selectionGeneral Classification	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Deep N-ary Error Correcting Output Codes	Sep 22, 2020	ClassificationEnsemble Learning	CodeCode Available	5
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance	Aug 26, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks	May 17, 2019	BIG-bench Machine LearningData Augmentation	CodeCode Available	5
AI Challenger : A Large-scale Dataset for Going Deeper in Image Understanding	Nov 17, 2017	AttributeGeneral Classification	CodeCode Available	5
Fast Deep Learning for Automatic Modulation Classification	Jan 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
fastFM: A Library for Factorization Machines	May 4, 2015	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
A sparsity augmented probabilistic collaborative representation based classification method	Dec 27, 2019	ClassificationGeneral Classification	CodeCode Available	5
Evolution of Novel Activation Functions in Neural Network Training with Applications to Classification of Exoplanets	Jun 1, 2019	General Classification	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Fast Meta-Learning for Adaptive Hierarchical Classifier Design	Nov 9, 2017	Binary ClassificationClassification	CodeCode Available	5
Aspect-augmented Adversarial Networks for Domain Adaptation	Jan 1, 2017	Domain AdaptationGeneral Classification	CodeCode Available	5
A Fast and Accurate Vietnamese Word Segmenter	Sep 19, 2017	General ClassificationSegmentation	CodeCode Available	5
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	CodeCode Available	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