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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 2021–2030 of 14581 papers

Title	Date	Tasks	Status	Hype
Relational Teacher Student Learning with Neural Label Embedding for Device Adaptation in Acoustic Scene Classification	Jul 31, 2020	Acoustic Scene ClassificationClassification	—Unverified	0
An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances	Jul 31, 2020	Acoustic Scene ClassificationClassification	—Unverified	0
Quantum One-class Classification With a Distance-based Classifier	Jul 31, 2020	BIG-bench Machine LearningClassification	CodeCode Available	0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification	Jul 31, 2020	Binary ClassificationClassification	—Unverified	0
An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks	Jul 31, 2020	Data AugmentationGeneral Classification	CodeCode Available	1
Computer-aided Tumor Diagnosis in Automated Breast Ultrasound using 3D Detection Network	Jul 31, 2020	Breast Cancer DetectionClassification	—Unverified	0
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty	Jul 31, 2020	ClassificationGeneral Classification	CodeCode Available	1
Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening	Jul 31, 2020	ClassificationDomain Adaptation	—Unverified	0
A Study of fastText Word Embedding Effects in Document Classification in Bangla Language	Jul 30, 2020	ClassificationDocument Classification	CodeCode Available	0
Hierarchical Action Classification with Network Pruning	Jul 30, 2020	Action ClassificationAction Recognition	—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