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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 381–390 of 14581 papers

Title	Date	Tasks	Status	Hype
Multi-Objective Optimisation of Multi-Output Neural Trees	Oct 9, 2020	General ClassificationGeneral Classification Selection	CodeCode Available	1
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification	Oct 9, 2020	Domain AdaptationDomain Generalization	CodeCode Available	1
Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features	Oct 8, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Learning Binary Semantic Embedding for Histology Image Classification and Retrieval	Oct 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments	Oct 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Transformer-based Framework for Multivariate Time Series Representation Learning	Oct 6, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	1
The Multilingual Amazon Reviews Corpus	Oct 6, 2020	ClassificationCross-Lingual Transfer	CodeCode Available	1
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder	Oct 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1
Identifying Spurious Correlations for Robust Text Classification	Oct 6, 2020	Classificationfeature selection	CodeCode Available	1

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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