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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 1161–1170 of 14581 papers

Title	Date	Tasks	Status	Hype
Towards Convergence Rate Analysis of Random Forests for Classification	Dec 1, 2020	ClassificationGeneral Classification	—Unverified	0
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation Methods	Dec 1, 2020	General ClassificationSentiment Analysis	CodeCode Available	1
Statistical Guarantees of Distributed Nearest Neighbor Classification	Dec 1, 2020	ClassificationGeneral Classification	—Unverified	0
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability	Dec 1, 2020	ClassificationFairness	—Unverified	0
Exploiting weakly supervised visual patterns to learn from partial annotations	Dec 1, 2020	General ClassificationPanoptic Segmentation	—Unverified	0
Procode: the Swiss Multilingual Solution for Automatic Coding and Recoding of Occupations and Economic Activities	Nov 30, 2020	ClassificationGeneral Classification	—Unverified	0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case	Nov 30, 2020	Binary ClassificationClassification	—Unverified	0
Dynamic Image for 3D MRI Image Alzheimer's Disease Classification	Nov 30, 2020	ClassificationGeneral Classification	CodeCode Available	1
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts	Nov 30, 2020	Binary ClassificationClassification	—Unverified	0
Coarse-to-Fine Memory Matching for Joint Retrieval and Classification	Nov 29, 2020	ClassificationFact Verification	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