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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 811–820 of 14581 papers

Title	Date	Tasks	Status	Hype
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction	Sep 4, 2019	BenchmarkingGeneral Classification	CodeCode Available	1
Neural Attentive Bag-of-Entities Model for Text Classification	Sep 3, 2019	ClassificationGeneral Classification	CodeCode Available	1
Graph Convolutional Networks for Road Networks	Aug 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Learning Filter Basis for Convolutional Neural Network Compression	Aug 23, 2019	General Classificationimage-classification	CodeCode Available	1
LoRAS: An oversampling approach for imbalanced datasets	Aug 22, 2019	General Classification	CodeCode Available	1
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification	Aug 17, 2019	Cancer ClassificationClassification	CodeCode Available	1
Few-shot Text Classification with Distributional Signatures	Aug 16, 2019	ClassificationFew-Shot Text Classification	CodeCode Available	1
Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data	Aug 13, 2019	3D Object Classification3D Point Cloud Classification	CodeCode Available	1
Model Agnostic Defence against Backdoor Attacks in Machine Learning	Aug 6, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available	1
The HSIC Bottleneck: Deep Learning without Back-Propagation	Aug 5, 2019	ClassificationDeep Learning	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