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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1051–1060 of 14581 papers

Title	Date	Tasks	Status	Hype
Assessing The Importance Of Colours For CNNs In Object Recognition	Dec 12, 2020	Fine-Grained Image ClassificationGeneral 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
PAIRS AutoGeo: an Automated Machine Learning Framework for Massive Geospatial Data	Dec 12, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Fine-grained Classification via Categorical Memory Networks	Dec 12, 2020	ClassificationFine-Grained Image Classification	—Unverified	0
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
TF-CR: Weighting Embeddings for Text Classification	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
Distant Domain Transfer Learning for Medical Imaging	Dec 10, 2020	ClassificationComputed Tomography (CT)	—Unverified	0
What Makes for End-to-End Object Detection?	Dec 10, 2020	General ClassificationObject	CodeCode Available	1

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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