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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 4151–4160 of 14581 papers

Title	Date	Tasks	Status	Hype
Explanation by Progressive Exaggeration	Nov 1, 2019	Feature ImportanceGeneral Classification	CodeCode Available	0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence Classification	Nov 1, 2019	Active LearningGeneral Classification	CodeCode Available	0
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification	Nov 1, 2019	General Classificationtext-classification	—Unverified	0
A Robust Self-Learning Framework for Cross-Lingual Text Classification	Nov 1, 2019	ClassificationGeneral Classification	—Unverified	0
Incorporating Label Dependencies in Multilabel Stance Detection	Nov 1, 2019	General ClassificationStance Detection	CodeCode Available	0
Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification	Nov 1, 2019	ClassificationGeneral Classification	—Unverified	0
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation	Nov 1, 2019	ClassificationCross-Lingual Transfer	—Unverified	0
Cluster-Gated Convolutional Neural Network for Short Text Classification	Nov 1, 2019	ClassificationClustering	—Unverified	0
Label-Specific Document Representation for Multi-Label Text Classification	Nov 1, 2019	ClassificationGeneral Classification	CodeCode Available	0
PRADO: Projection Attention Networks for Document Classification On-Device	Nov 1, 2019	ClassificationDocument 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