General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3551–3575 of 14581 papers

Title	Date	Tasks	Status	Score
An adaptive nearest neighbor rule for classification	May 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
Seglearn: A Python Package for Learning Sequences and Time Series	Mar 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Automatic Classification of Bright Retinal Lesions via Deep Network Features	Jul 7, 2017	General Classification	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks	Sep 8, 2019	BenchmarkingClassification	CodeCode Available	5
Selective Classification Can Magnify Disparities Across Groups	Oct 27, 2020	ClassificationGeneral Classification	CodeCode Available	5
Selective Classification via One-Sided Prediction	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	5
SelectiveNet: A Deep Neural Network with an Integrated Reject Option	Jan 26, 2019	ClassificationGeneral Classification	CodeCode Available	5
DANet: Divergent Activation for Weakly Supervised Object Localization	Oct 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
A Clockwork RNN	Feb 14, 2014	General Classification	CodeCode Available	5
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms	Apr 24, 2019	Binary ClassificationClassification	CodeCode Available	5
Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition	Jan 22, 2019	ClassificationDecoder	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
Self-produced Guidance for Weakly-supervised Object Localization	Jul 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles	Apr 26, 2018	Ensemble LearningGeneral 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
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
Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features	Jul 3, 2017	DiagnosticGeneral Classification	CodeCode Available	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	5
Semantic Classification of Tabular Datasets via Character-Level Convolutional Neural Networks	Jan 24, 2019	AutoMLClassification	CodeCode Available	5
ConCET: Entity-Aware Topic Classification for Open-Domain Conversational Agents	May 28, 2020	ClassificationGeneral Classification	CodeCode Available	5
DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification	Aug 29, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
CTBNCToolkit: Continuous Time Bayesian Network Classifier Toolkit	Apr 18, 2014	ClusteringGeneral Classification	CodeCode Available	5
Automatic Argumentative-Zoning Using Word2vec	Mar 29, 2017	ArticlesClassification	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