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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 3641–3650 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	0	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	0	5
Data Distillation for Text Classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	0	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	0	5
Automated Skin Lesion Classification Using Ensemble of Deep Neural Networks in ISIC 2018: Skin Lesion Analysis Towards Melanoma Detection Challenge	Jan 30, 2019	General ClassificationLesion Classification	CodeCode Available	0	5
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	0	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	0	5
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification	Apr 11, 2017	document-image-classificationDocument Image Classification	CodeCode Available	0	5
A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization	Dec 21, 2018	ClassificationEmotion Recognition	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	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