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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 1951–1960 of 14581 papers

Title	Date	Tasks	Status	Hype
HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification	Aug 11, 2020	Cell DetectionGeneral Classification	—Unverified	0
Residual Generation Using Physically-Based Grey-Box Recurrent Neural Networks For Engine Fault Diagnosis	Aug 11, 2020	Anomaly ClassificationBIG-bench Machine Learning	—Unverified	0
PiNet: Attention Pooling for Graph Classification	Aug 11, 2020	ClassificationGeneral Classification	CodeCode Available	0
Transfer Learning for Protein Structure Classification at Low Resolution	Aug 11, 2020	ClassificationGeneral Classification	CodeCode Available	0
S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification	Aug 11, 2020	General ClassificationKnowledge Distillation	—Unverified	0
A Comparison of Synthetic Oversampling Methods for Multi-class Text Classification	Aug 11, 2020	ClassificationGeneral Classification	—Unverified	0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms	Aug 11, 2020	Binary ClassificationData Augmentation	—Unverified	0
Feature Ranking for Semi-supervised Learning	Aug 10, 2020	ClassificationGeneral Classification	—Unverified	0
Cooperative Bi-path Metric for Few-shot Learning	Aug 10, 2020	ClassificationFew-Shot Learning	CodeCode Available	0
DINE: A Framework for Deep Incomplete Network Embedding	Aug 9, 2020	General ClassificationLink Prediction	—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