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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 1151–1160 of 14581 papers

Title	Date	Tasks	Status	Hype
Task-Oriented Feature Distillation	Dec 1, 2020	3D ClassificationGeneral Classification	CodeCode Available	1
Graph Stochastic Neural Networks for Semi-supervised Learning	Dec 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Instance-wise Feature Grouping	Dec 1, 2020	General Classification	—Unverified	0
Uncertainty-aware Self-training for Few-shot Text Classification	Dec 1, 2020	ClassificationFew-Shot Text Classification	—Unverified	0
Deep Diffusion-Invariant Wasserstein Distributional Classification	Dec 1, 2020	ClassificationGeneral Classification	—Unverified	0
Is normalization indispensable for training deep neural network?	Dec 1, 2020	General Classificationimage-classification	CodeCode Available	1
OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification	Dec 1, 2020	Few-Shot LearningGeneral Classification	—Unverified	0
Generalized Boosting	Dec 1, 2020	Additive modelsClassification	—Unverified	0
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods	Dec 1, 2020	General ClassificationSentiment Analysis	CodeCode Available	1
Towards Convergence Rate Analysis of Random Forests for Classification	Dec 1, 2020	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	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