General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3576–3600 of 14581 papers

Title	Date	Tasks	Status	Score
Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features	Jul 3, 2017	DiagnosticGeneral Classification	CodeCode Available	5
Semi-supervised deep learning by metric embedding	Nov 4, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation	Jan 16, 2019	Domain AdaptationGeneral Classification	CodeCode Available	5
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	5
DAGCN: Dual Attention Graph Convolutional Networks	Apr 4, 2019	General ClassificationGraph Classification	CodeCode Available	5
Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data	Dec 1, 2015	General Classificationregression	CodeCode Available	5
Automatic Argumentative-Zoning Using Word2vec	Mar 29, 2017	ArticlesClassification	CodeCode Available	5
DANet: Divergent Activation for Weakly Supervised Object Localization	Oct 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
Conditional Infilling GANs for Data Augmentation in Mammogram Classification	Jul 21, 2018	Breast Cancer DetectionCancer Classification	CodeCode Available	5
Semi-unsupervised Learning of Human Activity using Deep Generative Models	Oct 29, 2018	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
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining	Aug 4, 2020	ClassificationGeneral Classification	CodeCode Available	5
Assessing Robustness of Text Classification through Maximal Safe Radius Computation	Oct 1, 2020	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
Conditional Variance Penalties and Domain Shift Robustness	Oct 31, 2017	General Classificationimage-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
Sentiment Classification Using Document Embeddings Trained with Cosine Similarity	Jul 1, 2019	ClassificationDocument Embedding	CodeCode Available	5
Confidence from Invariance to Image Transformations	Apr 2, 2018	General ClassificationNovelty Detection	CodeCode Available	5
CUSBoost: Cluster-based Under-sampling with Boosting for Imbalanced Classification	Dec 12, 2017	ClusteringEnsemble Learning	CodeCode Available	5
Confident Multiple Choice Learning	Jun 12, 2017	General Classificationimage-classification	CodeCode Available	5
Sequence Classification with Human Attention	Oct 1, 2018	Abusive LanguageClassification	CodeCode Available	5
Token Sequence Labeling vs. Clause Classification for English Emotion Stimulus Detection	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	5
ServeNet: A Deep Neural Network for Web Services Classification	Jun 14, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings	Feb 27, 2017	Bayesian InferenceClassification	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