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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 4071–4080 of 14581 papers

Title	Date	Tasks	Status	Hype
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features	Nov 13, 2019	Binary ClassificationClassification	—Unverified	0
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks	Nov 12, 2019	General ClassificationSemantic Segmentation	CodeCode Available	0
Random Projections of Mel-Spectrograms as Low-Level Features for Automatic Music Genre Classification	Nov 12, 2019	ClassificationGeneral Classification	—Unverified	0
A Capsule Network-based Model for Learning Node Embeddings	Nov 12, 2019	General ClassificationNode Classification	CodeCode Available	0
Robust and Fast Automatic Modulation Classification with CNN under Multipath Fading Channels	Nov 12, 2019	General Classification	—Unverified	0
Segment Relevance Estimation for Audio Analysis and Weakly-Labelled Classification	Nov 12, 2019	Audio ClassificationClassification	—Unverified	0
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning	Nov 12, 2019	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
Generating an Explainable ECG Beat Space With Variational Auto-Encoders	Nov 12, 2019	ClassificationGeneral Classification	—Unverified	0
Pose Guided Attention for Multi-label Fashion Image Classification	Nov 12, 2019	ClassificationGeneral Classification	—Unverified	0
Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification	Nov 11, 2019	2kClassification	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	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