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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 4031–4040 of 14581 papers

Title	Date	Tasks	Status	Hype
An "outside the box" solution for imbalanced data classification	Nov 16, 2019	Binary ClassificationClassification	—Unverified	0
Selective sampling for accelerating training of deep neural networks	Nov 16, 2019	Binary ClassificationClassification	CodeCode Available	0
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification	Nov 16, 2019	Feature EngineeringGeneral Classification	—Unverified	0
Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China	Nov 15, 2019	ClassificationCrop Classification	—Unverified	0
Cross-modal supervised learning for better acoustic representations	Nov 15, 2019	Audio ClassificationGeneral Classification	CodeCode Available	0
Face shape classification using Inception v3	Nov 15, 2019	ClassificationGeneral Classification	CodeCode Available	0
DeepSat V2: Feature Augmented Convolutional Neural Nets for Satellite Image Classification	Nov 15, 2019	ClassificationGeneral Classification	CodeCode Available	0
Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding	Nov 15, 2019	ClassificationDeep Learning	—Unverified	0
Label-similarity Curriculum Learning	Nov 15, 2019	ClassificationGeneral Classification	—Unverified	0
Binary Sine Cosine Algorithms for Feature Selection from Medical Data	Nov 15, 2019	feature selectionGeneral Classification	—Unverified	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