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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 921–930 of 14581 papers

Title	Date	Tasks	Status	Hype
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection	Sep 16, 2018	ClassificationGeneral Classification	CodeCode Available	1
Graph Convolutional Networks for Text Classification	Sep 15, 2018	General ClassificationSentiment Analysis	CodeCode Available	1
Learning to Navigate for Fine-grained Classification	Sep 2, 2018	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Proximity Forest: An effective and scalable distance-based classifier for time series	Aug 31, 2018	AttributeEarth Observation	CodeCode Available	1
Characterizing classification datasets: a study of meta-features for meta-learning	Aug 30, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Learning deep representations by mutual information estimation and maximization	Aug 20, 2018	General ClassificationMutual Information Estimation	CodeCode Available	1
Interpretable Time Series Classification using All-Subsequence Learning and Symbolic Representations in Time and Frequency Domains	Aug 12, 2018	AllClassification	CodeCode Available	1
Automatically designing CNN architectures using genetic algorithm for image classification	Aug 11, 2018	ClassificationGeneral Classification	CodeCode Available	1
Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach	Aug 8, 2018	EEGElectroencephalogram (EEG)	CodeCode Available	1
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution	Jul 31, 2018	General ClassificationImage Reconstruction	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