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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1801–1810 of 14581 papers

Title	Date	Tasks	Status	Hype
A dataset and classification model for Malay, Hindi, Tamil and Chinese music	Sep 9, 2020	ClassificationGeneral Classification	—Unverified	0
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function	Sep 8, 2020	ClassificationGeneral Classification	CodeCode Available	1
kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification	Sep 8, 2020	ClassificationGeneral Classification	—Unverified	0
Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning	Sep 8, 2020	ClassificationGeneral Classification	—Unverified	0
Understanding and Exploiting Dependent Variables with Deep Metric Learning	Sep 8, 2020	Autonomous NavigationClassification	—Unverified	0
Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification	Sep 8, 2020	Data AugmentationGeneral Classification	—Unverified	0
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification	Sep 8, 2020	General ClassificationGraph Neural Network	CodeCode Available	1
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective	Sep 8, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
ECG Beats Fast Classification Base on Sparse Dictionaries	Sep 8, 2020	ClassificationDictionary Learning	CodeCode Available	0
Region Comparison Network for Interpretable Few-shot Image Classification	Sep 8, 2020	ClassificationFew-Shot Image 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