General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2501–2525 of 14581 papers

Title	Date	Tasks	Status	Score
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading	May 15, 2019	ClassificationDiabetic Retinopathy Grading	CodeCode Available	5
Learning to Self-Train for Semi-Supervised Few-Shot Classification	Jun 3, 2019	ClassificationGeneral Classification	CodeCode Available	5
Bird Species Classification using Transfer Learning with Multistage Training	Oct 9, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning	Dec 9, 2019	General ClassificationGenerative Adversarial Network	CodeCode Available	5
DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification	Aug 22, 2020	ArticlesBIG-bench Machine Learning	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
A Neurochaos Learning Architecture for Genome Classification	Oct 12, 2020	ClassificationFeature Engineering	CodeCode Available	5
DynamicGEM: A Library for Dynamic Graph Embedding Methods	Nov 26, 2018	Dynamic graph embeddingGeneral Classification	CodeCode Available	5
Bayesian Heatmaps: Probabilistic Classification with Multiple Unreliable Information Sources	Apr 5, 2019	ClassificationDisaster Response	CodeCode Available	5
Bayesian graph convolutional neural networks for semi-supervised classification	Nov 27, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Uncertainty Estimations by Softplus normalization in Bayesian Convolutional Neural Networks with Variational Inference	Jun 15, 2018	Bayesian InferenceGeneral Classification	CodeCode Available	5
Adversarial Attacks on Graph Neural Networks via Meta Learning	Feb 22, 2019	General ClassificationMeta-Learning	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	5
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies	Nov 10, 2017	DecoderGeneral Classification	CodeCode Available	5
EdgeCNN: Convolutional Neural Network Classification Model with small inputs for Edge Computing	Sep 30, 2019	Edge-computingEfficient Neural Network	CodeCode Available	5
A Deep Neural Architecture for Sentence-level Sentiment Classification in Twitter Social Networking	Jun 25, 2017	ClassificationGeneral Classification	CodeCode Available	5
Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks	Aug 28, 2019	General ClassificationGraph Embedding	CodeCode Available	5
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty	Sep 24, 2019	General Classificationimage-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