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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 491–500 of 14581 papers

Title	Date	Tasks	Status	Hype
Leveraging Class Hierarchies with Metric-Guided Prototype Learning	Jul 6, 2020	General ClassificationSemantic Segmentation	CodeCode Available	1
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding	Jul 6, 2020	General ClassificationGraph structure learning	CodeCode Available	1
Rethinking Bottleneck Structure for Efficient Mobile Network Design	Jul 5, 2020	General ClassificationNeural Architecture Search	CodeCode Available	1
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach	Jul 4, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline	Jul 3, 2020	ClassificationEEG	CodeCode Available	1
Explainable Deep One-Class Classification	Jul 3, 2020	Anomaly DetectionClassification	CodeCode Available	1
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification	Jul 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Measuring Robustness to Natural Distribution Shifts in Image Classification	Jul 1, 2020	ClassificationDomain Generalization	CodeCode Available	1
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples	Jul 1, 2020	General ClassificationSentence	CodeCode Available	1
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote	Jul 1, 2020	Binary ClassificationClassification	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