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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 4711–4720 of 14581 papers

Title	Date	Tasks	Status	Hype
Learning Filter Basis for Convolutional Neural Network Compression	Aug 23, 2019	General Classificationimage-classification	CodeCode Available	1
Multi-Task Deep Learning with Dynamic Programming for Embryo Early Development Stage Classification from Time-Lapse Videos	Aug 22, 2019	General Classification	—Unverified	0
Multiple instance dense connected convolution neural network for aerial image scene classification	Aug 22, 2019	General ClassificationScene Classification	—Unverified	0
Saliency Methods for Explaining Adversarial Attacks	Aug 22, 2019	General Classification	—Unverified	0
LoRAS: An oversampling approach for imbalanced datasets	Aug 22, 2019	General Classification	CodeCode Available	1
Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper	Aug 22, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification	Aug 22, 2019	Few-Shot LearningFew-Shot Text Classification	CodeCode Available	0
A CNN toolbox for skin cancer classification	Aug 21, 2019	AutoMLCancer Classification	—Unverified	0
Transferability and Hardness of Supervised Classification Tasks	Aug 21, 2019	AttributeClassification	—Unverified	0
Evaluating Defensive Distillation For Defending Text Processing Neural Networks Against Adversarial Examples	Aug 21, 2019	Adversarial TextClassification	CodeCode Available	0

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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