General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2701–2725 of 14581 papers

Title	Date	Tasks	Status	Score
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in R	Dec 1, 2014	General Classificationregression	CodeCode Available	5
Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring	Jun 15, 2021	Edge-computingfeature selection	CodeCode Available	5
Canonical Correlation Forests	Jul 20, 2015	General Classificationregression	CodeCode Available	5
An innovative adaptive kriging approach for efficient binary classification of mechanical problems	Jul 2, 2019	Binary ClassificationGeneral Classification	CodeCode Available	5
Adversarial Learning with Margin-based Triplet Embedding Regularization	Sep 20, 2019	ClassificationFace Recognition	CodeCode Available	5
Fix your classifier: the marginal value of training the last weight layer	Jan 14, 2018	General Classification	CodeCode Available	5
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification	Sep 3, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Can WiFi Estimate Person Pose?	Mar 30, 2019	3D Human Pose EstimationGeneral Classification	CodeCode Available	5
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification	Jan 4, 2020	Action ClassificationActivity Prediction	CodeCode Available	5
Bag of Tricks for Retail Product Image Classification	Jan 12, 2020	ClassificationGeneral Classification	CodeCode Available	5
Food Image Recognition by Using Convolutional Neural Networks (CNNs)	Dec 3, 2016	Data AugmentationGeneral Classification	CodeCode Available	5
A Compact Convolutional Neural Network for Textured Surface Anomaly Detection	May 18, 2018	Anomaly DetectionAnomaly Segmentation	CodeCode Available	5
Forced Spatial Attention for Driver Foot Activity Classification	Jul 27, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
CapsuleGAN: Generative Adversarial Capsule Network	Feb 17, 2018	General ClassificationGenerative Adversarial Network	CodeCode Available	5
Deep Learning for Interference Identification: Band, Training SNR, and Sample Selection	May 16, 2019	ClassificationDeep Learning	CodeCode Available	5
A Deep Learning Model for Chilean Bills Classification	Dec 21, 2019	ClassificationData Augmentation	CodeCode Available	5
An Attention-Gated Convolutional Neural Network for Sentence Classification	Aug 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information	Aug 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification	Feb 5, 2016	General ClassificationMulti-Label Classification	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
FSPool: Learning Set Representations with Featurewise Sort Pooling	Jun 6, 2019	General Classification	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	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