General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2201–2225 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification	Jun 6, 2016	ClassificationCross-Lingual Document Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
A New Fuzzy Stacked Generalization Technique and Analysis of its Performance	Apr 1, 2012	AttributeEnsemble Learning	CodeCode Available	5
Deeply-supervised Knowledge Synergy	Jun 3, 2019	General Classificationimage-classification	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	CodeCode Available	5
A new evaluation framework for topic modeling algorithms based on synthetic corpora	Jan 28, 2019	General ClassificationTopic Models	CodeCode Available	5
Adversarial Complementary Learning for Weakly Supervised Object Localization	Apr 19, 2018	General ClassificationObject	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder	Apr 17, 2018	BIG-bench Machine LearningDocument Classification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Deep Learning Human Mind for Automated Visual Classification	Sep 1, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs	Mar 13, 2017	General ClassificationImage Segmentation	CodeCode Available	5
Distorted Representation Space Characterization Through Backpropagated Gradients	Aug 27, 2019	General ClassificationImage Quality Assessment	CodeCode Available	5
Evaluation Measures for Hierarchical Classification: a unified view and novel approaches	Jun 28, 2013	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection	Nov 23, 2018	BenchmarkingCervical Nucleus Detection	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	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
Adversarial classification: An adversarial risk analysis approach	Feb 21, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	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

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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