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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 421–430 of 14581 papers

Title	Date	Tasks	Status	Hype
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction	Sep 11, 2020	Definition ExtractionGeneral Classification	CodeCode Available	1
Meta Learning for Few-Shot One-class Classification	Sep 11, 2020	ClassificationGeneral Classification	CodeCode Available	1
Rank over Class: The Untapped Potential of Ranking in Natural Language Processing	Sep 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification	Sep 10, 2020	General ClassificationTime Series	CodeCode Available	1
Region Comparison Network for Interpretable Few-shot Image Classification	Sep 8, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification	Sep 8, 2020	General ClassificationGraph Neural Network	CodeCode Available	1
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function	Sep 8, 2020	ClassificationGeneral Classification	CodeCode Available	1
Improving Self-Organizing Maps with Unsupervised Feature Extraction	Sep 4, 2020	ClassificationGeneral Classification	CodeCode Available	1
GPU-based Self-Organizing Maps for Post-Labeled Few-Shot Unsupervised Learning	Sep 4, 2020	ClassificationClustering	CodeCode Available	1
Imbalanced Image Classification with Complement Cross Entropy	Sep 4, 2020	ClassificationGeneral Classification	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