General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1051–1075 of 14581 papers

Title	Date	Tasks	Status	Hype
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data	Dec 12, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Source Code Classification for Energy Efficiency in Parallel Ultra Low-Power Microcontrollers	Dec 12, 2020	BIG-bench Machine LearningCode Classification	—Unverified	0
Fine-grained Classification via Categorical Memory Networks	Dec 12, 2020	ClassificationFine-Grained Image Classification	—Unverified	0
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes	Dec 12, 2020	Active LearningBinary Classification	CodeCode Available	1
Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification	Dec 11, 2020	General ClassificationHyperspectral Image Classification	CodeCode Available	1
ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks Performance	Dec 11, 2020	ClassificationGeneral Classification	CodeCode Available	0
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline	Dec 11, 2020	DiagnosticGeneral Classification	CodeCode Available	1
TF-CR: Weighting Embeddings for Text Classification	Dec 11, 2020	ClassificationGeneral Classification	CodeCode Available	0
Distant Domain Transfer Learning for Medical Imaging	Dec 10, 2020	ClassificationComputed Tomography (CT)	—Unverified	0
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification	Dec 10, 2020	ClusteringGeneral Classification	—Unverified	0
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification	Dec 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
Investigating Bias in Image Classification using Model Explanations	Dec 10, 2020	Bias DetectionClassification	—Unverified	0
What Makes for End-to-End Object Detection?	Dec 10, 2020	General ClassificationObject	CodeCode Available	1
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network	Dec 10, 2020	Arrhythmia DetectionECG Classification	—Unverified	0
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection	Dec 9, 2020	Anomaly DetectionClassification	CodeCode Available	1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation	Dec 9, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews	Dec 9, 2020	ArticlesDocument Classification	—Unverified	0
Label Confusion Learning to Enhance Text Classification Models	Dec 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
KNN Classification with One-step Computation	Dec 9, 2020	ClassificationGeneral Classification	CodeCode Available	0
Cost-Based Budget Active Learning for Deep Learning	Dec 9, 2020	Active LearningDeep Learning	—Unverified	0
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey	Dec 9, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation Detection	CodeCode Available	1
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks	Dec 9, 2020	ClusteringGeneral Classification	CodeCode Available	1
Convolutional Neural Networks for Multispectral Image Cloud Masking	Dec 9, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection	Dec 9, 2020	General ClassificationOut of Distribution (OOD) Detection	CodeCode Available	1

Show:10 25 50

← PrevPage 43 of 584Next →

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