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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 3041–3050 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification	Jun 1, 2014	ClassificationFeature Engineering	CodeCode Available	0	5
DeepFool: a simple and accurate method to fool deep neural networks	Nov 14, 2015	Adversarial AttackGeneral Classification	CodeCode Available	0	5
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices	Apr 10, 2019	ClusteringDimensionality Reduction	CodeCode Available	0	5
Learning Space Partitions for Nearest Neighbor Search	Jan 24, 2019	General Classificationgraph partitioning	CodeCode Available	0	5
Deep Discrete Hashing with Self-supervised Pairwise Labels	Jul 7, 2017	Deep HashingGeneral Classification	CodeCode Available	0	5
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution	Aug 18, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0	5
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification	Sep 6, 2019	BlockingGeneral Classification	CodeCode Available	0	5
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks	Nov 10, 2019	DiversityEntity Typing	CodeCode Available	0	5
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models	Jun 1, 2019	General Classificationimage-classification	CodeCode Available	0	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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