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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 3431–3440 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 2016	ClassificationGeneral Classification	CodeCode Available	0	5
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Feb 12, 2018	General Classificationimage-classification	CodeCode Available	0	5
Dataset: Rare Event Classification in Multivariate Time Series	Sep 27, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
A Closer Look at Domain Shift for Deep Learning in Histopathology	Sep 25, 2019	General Classificationwhole slide images	CodeCode Available	0	5
RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification	May 9, 2021	General Classification	CodeCode Available	0	5
Comparative Document Summarisation via Classification	Dec 6, 2018	Binary ClassificationClassification	CodeCode Available	0	5
A Semantic Loss Function for Deep Learning with Symbolic Knowledge	Nov 29, 2017	Deep LearningGeneral Classification	CodeCode Available	0	5
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification	Sep 30, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion	Jun 1, 2019	General Classificationregression	CodeCode Available	0	5
Decoupling Localization and Classification in Single Shot Temporal Action Detection	Apr 16, 2019	Action DetectionClassification	CodeCode Available	0	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