General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3626–3650 of 14581 papers

Title	Date	Tasks	Status	Score
Consistent Robust Adversarial Prediction for General Multiclass Classification	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
Data-driven Meta-set Based Fine-Grained Visual Classification	Aug 6, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Associative Domain Adaptation	Aug 2, 2017	Domain AdaptationGeneral Classification	CodeCode Available	5
SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text	Oct 12, 2019	ClassificationGeneral Classification	CodeCode Available	5
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning	Sep 17, 2019	General ClassificationTransfer Learning	CodeCode Available	5
Constrained Linear Data-feature Mapping for Image Classification	Nov 23, 2019	ClassificationGeneral Classification	CodeCode Available	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	CodeCode Available	5
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 2016	ClassificationGeneral Classification	CodeCode Available	5
ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT	Mar 30, 2019	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	5
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings	Feb 27, 2017	Bayesian InferenceClassification	CodeCode Available	5
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification	Apr 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
Data augmentation using synthetic data for time series classification with deep residual networks	Aug 7, 2018	Data AugmentationDynamic Time Warping	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
Signal2Image Modules in Deep Neural Networks for EEG Classification	Apr 18, 2019	ClassificationEEG	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Data Distillation for Text Classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	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	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	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	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	5
A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization	Dec 21, 2018	ClassificationEmotion Recognition	CodeCode Available	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