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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 4751–4760 of 14581 papers

Title	Date	Tasks	Status	Hype
Shallow Domain Adaptive Embeddings for Sentiment Analysis	Aug 16, 2019	ClassificationDomain Adaptation	—Unverified	0
Needles in Haystacks: On Classifying Tiny Objects in Large Images	Aug 16, 2019	ClassificationGeneral Classification	CodeCode Available	0
Sub-Spectrogram Segmentation for Environmental Sound Classification via Convolutional Recurrent Neural Network and Score Level Fusion	Aug 16, 2019	ClassificationEnvironmental Sound Classification	—Unverified	0
Few-shot Text Classification with Distributional Signatures	Aug 16, 2019	ClassificationFew-Shot Text Classification	CodeCode Available	1
Double-Coupling Learning for Multi-Task Data Stream Classification	Aug 15, 2019	ClassificationGeneral Classification	—Unverified	0
Automated classification of plasma regions using 3D particle energy distributions	Aug 15, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Deep learning for Plankton and Coral Classification	Aug 15, 2019	ClassificationDeep Learning	—Unverified	0
IoU-balanced Loss Functions for Single-stage Object Detection	Aug 15, 2019	ClassificationGeneral Classification	—Unverified	0
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency	Aug 15, 2019	ClassificationGeneral Classification	CodeCode Available	0
Multi-class Hierarchical Question Classification for Multiple Choice Science Exams	Aug 15, 2019	ClassificationGeneral Classification	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