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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 741–750 of 14581 papers

Title	Date	Tasks	Status	Hype
Efficient Model for Image Classification With Regularization Tricks	Feb 1, 2020	ClassificationData Augmentation	CodeCode Available	1
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning	Feb 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus	Jan 31, 2020	Deep LearningGeneral Classification	CodeCode Available	1
Enhancement of Short Text Clustering by Iterative Classification	Jan 31, 2020	ClassificationClustering	CodeCode Available	1
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes	Jan 31, 2020	General Classificationimage-classification	CodeCode Available	1
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks	Jan 30, 2020	Entity Extraction using GANGeneral Classification	CodeCode Available	1
stream-learn -- open-source Python library for difficult data stream batch analysis	Jan 29, 2020	Binary ClassificationClassification	CodeCode Available	1
OPFython: A Python-Inspired Optimum-Path Forest Classifier	Jan 28, 2020	DiversityGeneral Classification	CodeCode Available	1
Multi-class Gaussian Process Classification with Noisy Inputs	Jan 28, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
LIBTwinSVM: A Library for Twin Support Vector Machines	Jan 27, 2020	General ClassificationModel Selection	CodeCode Available	1

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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