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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 3621–3630 of 14581 papers

Title	Date	Tasks	Status	Hype
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints	Jan 18, 2020	Binary ClassificationClassification	—Unverified	0
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network	Jan 17, 2020	Fine-Grained Image ClassificationFine-Grained Visual Recognition	CodeCode Available	1
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification	Jan 17, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Comparison of Statistical and Machine Learning Techniques for Physical Layer Authentication	Jan 17, 2020	BIG-bench Machine LearningClustering	—Unverified	0
Graph Inference Learning for Semi-supervised Classification	Jan 17, 2020	ClassificationGeneral Classification	—Unverified	0
DNNs as Layers of Cooperating Classifiers	Jan 17, 2020	ClassificationGeneral Classification	—Unverified	0
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations	Jan 16, 2020	ClassificationDocument Text Classification	CodeCode Available	1
Understanding the Power of Persistence Pairing via Permutation Test	Jan 16, 2020	General ClassificationGraph Classification	—Unverified	0
Smart Data driven Decision Trees Ensemble Methodology for Imbalanced Big Data	Jan 16, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Document Network Projection in Pretrained Word Embedding Space	Jan 16, 2020	ClusteringGeneral Classification	—Unverified	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