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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 971–980 of 14581 papers

Title	Date	Tasks	Status	Hype
Graph Theory in the Classification of Information Systems	Dec 24, 2020	ClassificationGeneral Classification	—Unverified	0
Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks	Dec 24, 2020	AttributeClassification	—Unverified	0
QUACKIE: A NLP Classification Task With Ground Truth Explanations	Dec 24, 2020	ClassificationGeneral Classification	—Unverified	0
An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification	Dec 24, 2020	Active LearningGeneral Classification	—Unverified	0
Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals	Dec 23, 2020	General Classification	—Unverified	0
IIRC: Incremental Implicitly-Refined Classification	Dec 23, 2020	Classificationclass-incremental learning	CodeCode Available	1
Deep Semantic Dictionary Learning for Multi-label Image Classification	Dec 23, 2020	ClassificationDictionary Learning	CodeCode Available	1
Using vis-NIRS and Machine Learning methods to diagnose sugarcane soil chemical properties	Dec 23, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
K-Means Kernel Classifier	Dec 23, 2020	ClassificationClustering	CodeCode Available	0
Comparison of Classification Algorithms Towards Subject-Specific and Subject-Independent BCI	Dec 23, 2020	Brain Computer InterfaceClassification	CodeCode Available	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