General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3651–3675 of 14581 papers

Title	Date	Tasks	Status	Score
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
DANet: Divergent Activation for Weakly Supervised Object Localization	Oct 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
Speaker Fluency Level Classification Using Machine Learning Techniques	Aug 31, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Spectral Metric for Dataset Complexity Assessment	May 17, 2019	ClusteringGeneral Classification	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
Context-Aware Embeddings for Automatic Art Analysis	Apr 10, 2019	Art AnalysisCross-Modal Retrieval	CodeCode Available	5
Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting	Nov 15, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Speech-Based Emotion Recognition using Neural Networks and Information Visualization	Oct 28, 2020	BIG-bench Machine LearningEmotion Classification	CodeCode Available	5
A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization	Dec 21, 2018	ClassificationEmotion Recognition	CodeCode Available	5
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks	Jul 3, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification	Mar 21, 2019	ClassificationGeneral Classification	CodeCode Available	5
Context-Dependent Sentiment Analysis in User-Generated Videos	Jul 1, 2017	Emotion RecognitionEmotion Recognition in Conversation	CodeCode Available	5
AdaNet: Adaptive Structural Learning of Artificial Neural Networks	Jul 5, 2016	Binary ClassificationGeneral Classification	CodeCode Available	5
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining	Aug 4, 2020	ClassificationGeneral 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
SqueezeFit: Label-aware dimensionality reduction by semidefinite programming	Dec 6, 2018	ClassificationDimensionality Reduction	CodeCode Available	5
Stable prediction with radiomics data	Mar 27, 2019	Classificationfeature selection	CodeCode Available	5
DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification	Aug 29, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Contextual Action Recognition with R*CNN	May 5, 2015	Action RecognitionAttribute	CodeCode Available	5
Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning	Dec 1, 2018	General ClassificationMulti-class Classification	CodeCode Available	5
A Study of fastText Word Embedding Effects in Document Classification in Bangla Language	Jul 30, 2020	ClassificationDocument Classification	CodeCode Available	5
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations	May 16, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks	Jan 7, 2021	General ClassificationImage Classification	CodeCode Available	5
Contextual Dialogue Act Classification for Open-Domain Conversational Agents	May 28, 2020	ClassificationDialogue Act Classification	CodeCode Available	5
DAGCN: Dual Attention Graph Convolutional Networks	Apr 4, 2019	General ClassificationGraph Classification	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