General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2576–2600 of 14581 papers

Title	Date	Tasks	Status	Score
Barcode Annotations for Medical Image Retrieval: A Preliminary Investigation	May 19, 2015	General ClassificationImage Retrieval	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	5
Cognitively-Inspired Model for Incremental Learning Using a Few Examples	Feb 27, 2020	class-incremental learningClass Incremental Learning	CodeCode Available	5
A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids	Apr 12, 2019	ClassificationFace Recognition	CodeCode Available	5
Adversarial Defense by Suppressing High-frequency Components	Aug 19, 2019	Adversarial DefenseClassification	CodeCode Available	5
An Automated Text Categorization Framework based on Hyperparameter Optimization	Apr 6, 2017	Authorship AttributionGeneral Classification	CodeCode Available	5
Brain Network Construction and Classification Toolbox (BrainNetClass)	Jun 17, 2019	ClassificationFunctional Connectivity	CodeCode Available	5
Bangla Text Classification using Transformers	Nov 9, 2020	Authorship AttributionClassification	CodeCode Available	5
BrainT at IEST 2018: Fine-tuning Multiclass Perceptron For Implicit Emotion Classification	Oct 1, 2018	Emotion ClassificationEmotion Recognition	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	5
An Automated Ensemble Learning Framework Using Genetic Programming for Image Classification	Jul 1, 2019	ClassificationDiversity	CodeCode Available	5
A Graph-CNN for 3D Point Cloud Classification	Nov 28, 2018	3D Object Classification3D Point Cloud Classification	CodeCode Available	5
A New Method of Region Embedding for Text Classification	Jan 1, 2018	ClassificationGeneral Classification	CodeCode Available	5
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss	Dec 25, 2017	Binary ClassificationBrain Tumor Segmentation	CodeCode Available	5
CEDR: Contextualized Embeddings for Document Ranking	Apr 15, 2019	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	5
BrazilDAM: A Benchmark dataset for Tailings Dam Detection	Mar 17, 2020	Binary ClassificationClassification	CodeCode Available	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	5
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	5
Deep Learning with Eigenvalue Decay Regularizer	Apr 24, 2016	ClassificationDeep Learning	CodeCode Available	5
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing	Jul 18, 2018	General ClassificationMulti-Label Classification	CodeCode Available	5
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network	Nov 10, 2018	Cancer ClassificationClassification	CodeCode Available	5
Evaluation Measures for Hierarchical Classification: a unified view and novel approaches	Jun 28, 2013	ClassificationGeneral Classification	CodeCode Available	5
Classification with Costly Features in Hierarchical Deep Sets	Nov 20, 2019	ClassificationClassification with Costly Features	CodeCode Available	5
Did you offend me? Classification of Offensive Tweets in Hinglish Language	Oct 1, 2018	Abuse DetectionGeneral 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