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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 951–960 of 14581 papers

Title	Date	Tasks	Status	Hype
Wavelet Convolutional Neural Networks	May 20, 2018	General Classificationimage-classification	CodeCode Available	1
Training Classifiers with Natural Language Explanations	May 10, 2018	Binary ClassificationGeneral Classification	CodeCode Available	1
Robust Classification with Convolutional Prototype Learning	May 9, 2018	ClassificationGeneral Classification	CodeCode Available	1
Label Refinery: Improving ImageNet Classification through Label Progression	May 7, 2018	ClassificationGeneral Classification	CodeCode Available	1
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination	May 5, 2018	Contrastive LearningGeneral Classification	CodeCode Available	1
Dynamic Few-Shot Visual Learning without Forgetting	Apr 25, 2018	Few-Shot Image ClassificationFew-Shot Learning	CodeCode Available	1
On the effectiveness of task granularity for transfer learning	Apr 24, 2018	ClassificationDiversity	CodeCode Available	1
ECG arrhythmia classification using a 2-D convolutional neural network	Apr 18, 2018	Arrhythmia DetectionData Augmentation	CodeCode Available	1
Unsupervised Semantic-based Aggregation of Deep Convolutional Features	Apr 3, 2018	General ClassificationImage Retrieval	CodeCode Available	1
DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects	Mar 27, 2018	General ClassificationObject	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