General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 826–850 of 14581 papers

Title	Date	Tasks	Status	Hype
Financial Time Series Data Processing for Machine Learning	Jul 3, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification	Jul 3, 2019	Acoustic Scene ClassificationGeneral Classification	CodeCode Available	1
Deep Instance-Level Hard Negative Mining Model for Histopathology Images	Jun 24, 2019	General ClassificationMultiple Instance Learning	CodeCode Available	1
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles	Jun 20, 2019	Aerial Scene ClassificationGeneral Classification	CodeCode Available	1
Efficient Set-Valued Prediction in Multi-Class Classification	Jun 19, 2019	ClassificationGeneral Classification	CodeCode Available	1
Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes	Jun 18, 2019	Active LearningContinual Learning	CodeCode Available	1
Presence-Only Geographical Priors for Fine-Grained Image Classification	Jun 12, 2019	ClassificationFine-Grained Image Classification	CodeCode Available	1
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification	Jun 9, 2019	ClassificationGeneral Classification	CodeCode Available	1
Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer	Jun 7, 2019	Action RecognitionGeneral Classification	CodeCode Available	1
GIBBONFINDR: An R package for the detection and classification of acoustic signals	Jun 6, 2019	Acoustic ModellingBIG-bench Machine Learning	CodeCode Available	1
Semi-supervised semantic segmentation needs strong, varied perturbations	Jun 5, 2019	General ClassificationSegmentation	CodeCode Available	1
Variational Pretraining for Semi-supervised Text Classification	Jun 5, 2019	ClassificationGeneral Classification	CodeCode Available	1
Large-Scale Multi-Label Text Classification on EU Legislation	Jun 5, 2019	ClassificationGeneral Classification	CodeCode Available	1
Zero-Shot Semantic Segmentation	Jun 3, 2019	General ClassificationSegmentation	CodeCode Available	1
Destruction and Construction Learning for Fine-Grained Image Recognition	Jun 1, 2019	ClassificationFine-Grained Image Classification	CodeCode Available	1
Learning Robust Global Representations by Penalizing Local Predictive Power	May 29, 2019	Domain AdaptationDomain Generalization	CodeCode Available	1
EEG-based Emotional Video Classification via Learning Connectivity Structure	May 28, 2019	ClassificationEEG	CodeCode Available	1
Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks	May 27, 2019	General Classificationimage-classification	CodeCode Available	1
Combating Label Noise in Deep Learning Using Abstention	May 27, 2019	Deep LearningGeneral Classification	CodeCode Available	1
Generative Imputation and Stochastic Prediction	May 22, 2019	ClassificationGeneral Classification	CodeCode Available	1
How to Fine-Tune BERT for Text Classification?	May 14, 2019	General ClassificationLanguage Modeling	CodeCode Available	1
Billion-scale semi-supervised learning for image classification	May 2, 2019	ClassificationGeneral Classification	CodeCode Available	1
Interpretable multiclass classification by MDL-based rule lists	May 1, 2019	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Training for Free!	Apr 29, 2019	Adversarial AttackAdversarial Defense	CodeCode Available	1
DocBERT: BERT for Document Classification	Apr 17, 2019	ClassificationDocument 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