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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 3901–3910 of 14581 papers

Title	Date	Tasks	Status	Hype
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification	Dec 1, 2019	ClassificationFew-Shot Learning	—Unverified	0
Constrained deep neural network architecture search for IoT devices accounting for hardware calibration	Dec 1, 2019	General Classificationimage-classification	—Unverified	0
STAR-Caps: Capsule Networks with Straight-Through Attentive Routing	Dec 1, 2019	ClassificationGeneral Classification	—Unverified	0
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response	Dec 1, 2019	General ClassificationImputation	CodeCode Available	0
Multiclass Performance Metric Elicitation	Dec 1, 2019	Binary ClassificationClassification	—Unverified	0
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation	Dec 1, 2019	ClassificationGeneral Classification	—Unverified	0
Paradoxes in Fair Machine Learning	Dec 1, 2019	BIG-bench Machine LearningFairness	CodeCode Available	0
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum	Dec 1, 2019	General Classificationimage-classification	CodeCode Available	0
Efficient Deep Approximation of GMMs	Dec 1, 2019	General Classification	—Unverified	0
Graph Agreement Models for Semi-Supervised Learning	Dec 1, 2019	ClassificationGeneral 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