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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 1001–1010 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1	5
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach	Jul 4, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1	5
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1	5
Decision Stream: Cultivating Deep Decision Trees	Apr 25, 2017	Classificationfeature selection	CodeCode Available	1	5
Topic Modeling based on Keywords and Context	Oct 7, 2017	General ClassificationTopic Models	CodeCode Available	1	5
DEAL: Deep Evidential Active Learning for Image Classification	Jul 22, 2020	Active LearningClassification	CodeCode Available	1	5
Deeper or Wider Networks of Point Clouds with Self-attention?	Nov 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Characterizing classification datasets: a study of meta-features for meta-learning	Aug 30, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1	5
Towards Robustness to Label Noise in Text Classification via Noise Modeling	Jan 27, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
Deep Instance-Level Hard Negative Mining Model for Histopathology Images	Jun 24, 2019	General ClassificationMultiple Instance Learning	CodeCode Available	1	5

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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