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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 3751–3760 of 14581 papers

Title	Date	Tasks	Status	Hype
Features or Shape? Tackling the False Dichotomy of Time Series Classification	Dec 20, 2019	ClassificationGeneral Classification	—Unverified	0
Triple Generative Adversarial Networks	Dec 20, 2019	ClassificationConditional Image Generation	CodeCode Available	0
The State of Knowledge Distillation for Classification	Dec 20, 2019	ClassificationData Augmentation	CodeCode Available	0
Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data	Dec 20, 2019	Deep Reinforcement Learningfeature selection	—Unverified	0
A Fair Comparison of Graph Neural Networks for Graph Classification	Dec 20, 2019	General ClassificationGraph Classification	CodeCode Available	1
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification	Dec 20, 2019	General Classification	CodeCode Available	0
Random CapsNet Forest Model for Imbalanced Malware Type Classification Task	Dec 20, 2019	ClassificationDeep Learning	—Unverified	0
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification	Dec 19, 2019	BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction	CodeCode Available	1
A Framework for Explainable Text Classification in Legal Document Review	Dec 19, 2019	ClassificationGeneral Classification	—Unverified	0
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review	Dec 19, 2019	BIG-bench Machine LearningClassification	—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