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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 1641–1650 of 14581 papers

Title	Date	Tasks	Status	Hype
Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins	Oct 1, 2020	General Classification	—Unverified	0
Ray-based classification framework for high-dimensional data	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Fast Few-Shot Classification by Few-Iteration Meta-Learning	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	0
Deep learning for time series classification	Oct 1, 2020	Activity RecognitionClassification	CodeCode Available	2
Small Drone Classification with Light CNN and New Micro-Doppler Signature Extraction Method Based on A-SPC Technique	Sep 30, 2020	ClassificationGeneral Classification	—Unverified	0
Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification	Sep 30, 2020	Active LearningData Augmentation	—Unverified	0
Attention-Aware Noisy Label Learning for Image Classification	Sep 30, 2020	ClassificationGeneral Classification	—Unverified	0
Detecting Autism Spectrum Disorder using Machine Learning	Sep 30, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Bilateral Asymmetry Guided Counterfactual Generating Network for Mammogram Classification	Sep 30, 2020	Classificationcounterfactual	—Unverified	0
Multiple Instance Learning with Center Embeddings for Histopathology Classification	Sep 29, 2020	ClassificationGeneral Classification	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