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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 211–220 of 14581 papers

Title	Date	Tasks	Status	Hype
Mask Guided Attention For Fine-Grained Patchy Image Classification	Feb 4, 2021	ClassificationGeneral Classification	CodeCode Available	1
Uncertain Time Series Classification With Shapelet Transform	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1
Trusted Multi-View Classification	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification	Feb 2, 2021	ClassificationData Augmentation	CodeCode Available	1
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation	Feb 2, 2021	Audio ClassificationAudio Tagging	CodeCode Available	1
When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning	Feb 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification	Feb 1, 2021	ClassificationGeneral Classification	CodeCode Available	1
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification	Jan 31, 2021	DiversityGeneral Classification	CodeCode Available	1
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features	Jan 31, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Deep Triplet Hashing Network for Case-based Medical Image Retrieval	Jan 29, 2021	ClassificationDeep Hashing	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