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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 901–910 of 14581 papers

Title	Date	Tasks	Status	Hype
Bag of Tricks for Image Classification with Convolutional Neural Networks	Dec 4, 2018	Domain GeneralizationGeneral Classification	CodeCode Available	1
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning	Dec 2, 2018	General Classificationimage-classification	CodeCode Available	1
Deep Cosine Metric Learning for Person Re-Identification	Dec 2, 2018	General ClassificationMetric Learning	CodeCode Available	1
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks	Nov 20, 2018	BIG-bench Machine LearningData Augmentation	CodeCode Available	1
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification	Nov 12, 2018	DecoderGeneral Classification	CodeCode Available	1
Transfer learning for time series classification	Nov 5, 2018	ClassificationDynamic Time Warping	CodeCode Available	1
Invertible Residual Networks	Nov 2, 2018	Density EstimationGeneral Classification	CodeCode Available	1
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification	Nov 1, 2018	General ClassificationMulti-Label Text Classification	CodeCode Available	1
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations	Nov 1, 2018	Emotion ClassificationEmotion Recognition in Conversation	CodeCode Available	1
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications	Oct 29, 2018	General Classification	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