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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 3471–3480 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Data-Efficient Classification of Radio Galaxies	Nov 26, 2020	ClassificationFew-Shot Learning	CodeCode Available	0	5
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning	Sep 17, 2019	General ClassificationTransfer Learning	CodeCode Available	0	5
A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text Classification	Aug 7, 2019	General ClassificationSentiment Analysis	CodeCode Available	0	5
Residual Attention Network for Image Classification	Apr 23, 2017	General Classificationimage-classification	CodeCode Available	0	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	0	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	0	5
Data-driven Meta-set Based Fine-Grained Visual Classification	Aug 6, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	0	5
ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detection and Crowd Density Level Classification	May 30, 2017	Crowd CountingGeneral Classification	CodeCode Available	0	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	CodeCode Available	0	5
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Feb 12, 2018	General Classificationimage-classification	CodeCode Available	0	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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