General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1626–1650 of 14581 papers

Title	Date	Tasks	Status	Score
Dynamic Mode Decomposition based feature for Image Classification	Oct 8, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
A Rate-Distortion Framework for Explaining Neural Network Decisions	May 27, 2019	General Classificationimage-classification	CodeCode Available	5
Is a Classification Procedure Good Enough? A Goodness-of-Fit Assessment Tool for Classification Learning	Nov 8, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep learning with differential Gaussian process flows	Oct 9, 2018	Deep LearningGaussian Processes	CodeCode Available	5
An Overview and a Benchmark of Active Learning for Outlier Detection with One-Class Classifiers	Aug 14, 2018	Active LearningGeneral Classification	CodeCode Available	5
Deep Learning using Rectified Linear Units (ReLU)	Mar 22, 2018	ClassificationDeep Learning	CodeCode Available	5
Deep Learning with Eigenvalue Decay Regularizer	Apr 24, 2016	ClassificationDeep Learning	CodeCode Available	5
EENA: Efficient Evolution of Neural Architecture	May 10, 2019	General ClassificationGPU	CodeCode Available	5
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	CodeCode Available	5
Deep Learning Human Mind for Automated Visual Classification	Sep 1, 2016	ClassificationDeep Learning	CodeCode Available	5
A Recommendation and Risk Classification System for Connecting Rough Sleepers to Essential Outreach Services	Jul 30, 2020	EthicsGeneral Classification	CodeCode Available	5
Deep Learning on Small Datasets without Pre-Training using Cosine Loss	Jan 25, 2019	General Classification	CodeCode Available	5
PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model	May 14, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
A Reductions Approach to Fair Classification	Mar 6, 2018	Binary ClassificationClassification	CodeCode Available	5
Deep Learning the City : Quantifying Urban Perception At A Global Scale	Aug 5, 2016	General Classification	CodeCode Available	5
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks	Dec 1, 2014	General ClassificationImage to text	CodeCode Available	5
Are Graph Neural Networks Miscalibrated?	May 7, 2019	Decision MakingGeneral Classification	CodeCode Available	5
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data	Jan 31, 2021	EEGElectroencephalogram (EEG)	CodeCode Available	5
Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
Efficient Convolutional Neural Networks for Pixelwise Classification on Heterogeneous Hardware Systems	Sep 11, 2015	General Classification	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep 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
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy	Mar 26, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	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