General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1851–1875 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
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
A Surprising Linear Relationship Predicts Test Performance in Deep Networks	Jul 25, 2018	General ClassificationGeneralization Bounds	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 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
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Generating Relevant Counter-Examples from a Positive Unlabeled Dataset for Image Classification	Oct 4, 2019	General Classificationimage-classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
A Novel Approach for Image Segmentation based on Histograms computed from Hue-data	Jul 30, 2017	General ClassificationImage Segmentation	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	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
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks	Aug 20, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Generic Deep Networks with Wavelet Scattering	Dec 20, 2013	General Classification	CodeCode Available	5
Adapting Neural Text Classification for Improved Software Categorization	Jun 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image Classification	Sep 28, 2019	Binary ClassificationClassification	CodeCode Available	5
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification	Sep 1, 2018	General ClassificationImage Classification	CodeCode Available	5
Supervised Dimensionality Reduction for Big Data	Sep 5, 2017	Computational EfficiencyDimensionality Reduction	CodeCode Available	5
(1 + )-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets	Jun 14, 2019	Anomaly DetectionGeneral Classification	CodeCode Available	5
Geometry Sharing Network for 3D Point Cloud Classification and Segmentation	Dec 23, 2019	3D Point Cloud ClassificationClassification	CodeCode Available	5
Alignment Analysis of Sequential Segmentation of Lexicons to Improve Automatic Cognate Detection	Nov 20, 2018	General ClassificationInformation Retrieval	CodeCode Available	5
Adversarial Variational Embedding for Robust Semi-supervised Learning	May 7, 2019	General Classification	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