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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 1021–1030 of 14581 papers

Title	Date	Tasks	Status	Hype
Stochastic Compositional Gradient Descent under Compositional Constraints	Dec 17, 2020	General Classificationregression	—Unverified	0
Weakly-Supervised Action Localization and Action Recognition using Global-Local Attention of 3D CNN	Dec 17, 2020	Action ClassificationAction Localization	—Unverified	0
Deep Learning of Cell Classification using Microscope Images of Intracellular Microtubule Networks	Dec 16, 2020	ClassificationGeneral Classification	—Unverified	0
StarcNet: Machine Learning for Star Cluster Identification	Dec 16, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification	Dec 16, 2020	ClassificationGeneral Classification	—Unverified	0
Point Transformer	Dec 16, 2020	3D Part Segmentation3D Point Cloud Classification	CodeCode Available	1
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification	Dec 16, 2020	General ClassificationTime Series	CodeCode Available	1
Cross-Cohort Generalizability of Deep and Conventional Machine Learning for MRI-based Diagnosis and Prediction of Alzheimer's Disease	Dec 16, 2020	ClassificationGeneral Classification	—Unverified	0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning	Dec 15, 2020	Binary ClassificationDecision Making	—Unverified	0
Convolutional Neural Networks from Image Markers	Dec 15, 2020	ClassificationGeneral Classification	—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	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