General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7351–7375 of 14581 papers

Title	Date	Tasks	Status	Hype
Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic	Oct 12, 2018	Ensemble LearningGeneral Classification	—Unverified	0
Effects of Image Degradations to CNN-based Image Classification	Oct 12, 2018	ClassificationGeneral Classification	—Unverified	0
Uncertainty in Neural Networks: Approximately Bayesian Ensembling	Oct 12, 2018	Bayesian InferenceGeneral Classification	CodeCode Available	0
Taming the Cross Entropy Loss	Oct 11, 2018	General Classification	—Unverified	0
Learning Optimal Deep Projection of ^18F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes	Oct 11, 2018	DiagnosticDimensionality Reduction	—Unverified	0
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes	Oct 11, 2018	DenoisingEvent Detection	—Unverified	0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification	Oct 11, 2018	Binary ClassificationDecision Making	—Unverified	0
Online Multiclass Boosting with Bandit Feedback	Oct 11, 2018	General Classification	CodeCode Available	0
Applications of Graph Integration to Function Comparison and Malware Classification	Oct 11, 2018	ClassificationGeneral Classification	CodeCode Available	0
Classification using margin pursuit	Oct 11, 2018	ClassificationGeneral Classification	CodeCode Available	0
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation	Oct 11, 2018	General ClassificationSegmentation	—Unverified	0
Rao-Blackwellized Stochastic Gradients for Discrete Distributions	Oct 10, 2018	General Classification	CodeCode Available	0
Multi-class Classification Model Inspired by Quantum Detection Theory	Oct 10, 2018	BIG-bench Machine LearningClassification	—Unverified	0
Multi-Task Learning as Multi-Objective Optimization	Oct 10, 2018	Depth EstimationGeneral Classification	CodeCode Available	2
Complementary-Label Learning for Arbitrary Losses and Models	Oct 10, 2018	General ClassificationImage Classification	CodeCode Available	1
DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning	Oct 9, 2018	ClassificationDeep Learning	CodeCode Available	1
Extreme Classification in Log Memory	Oct 9, 2018	ClassificationGeneral Classification	—Unverified	0
Convolutional Neural Networks In Convolution	Oct 9, 2018	General Classification	CodeCode Available	0
Bird Species Classification using Transfer Learning with Multistage Training	Oct 9, 2018	ClassificationGeneral Classification	CodeCode Available	0
Deep learning with differential Gaussian process flows	Oct 9, 2018	Deep LearningGaussian Processes	CodeCode Available	0
Neural Network based classification of bone metastasis by primary cacinoma	Oct 8, 2018	ClassificationDiagnostic	—Unverified	0
Fast Context Adaptation via Meta-Learning	Oct 8, 2018	General ClassificationMeta-Learning	CodeCode Available	1
End-to-End Text Classification via Image-based Embedding using Character-level Networks	Oct 8, 2018	Document ClassificationGeneral Classification	CodeCode Available	0
Deep residual networks for automatic sleep stage classification of raw polysomnographic waveforms	Oct 8, 2018	Automatic Sleep Stage ClassificationGeneral Classification	—Unverified	0
Diagnosing Convolutional Neural Networks using their Spectral Response	Oct 8, 2018	DiagnosticGeneral Classification	—Unverified	0

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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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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