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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 911–920 of 14581 papers

Title	Date	Tasks	Status	Hype
CatBoost: gradient boosting with categorical features support	Oct 24, 2018	ClusteringCPU	CodeCode Available	1
Streaming Graph Neural Networks	Oct 24, 2018	Community DetectionGeneral Classification	CodeCode Available	1
A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification	Oct 16, 2018	ECG ClassificationElectrocardiography (ECG)	CodeCode Available	1
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
Fast Context Adaptation via Meta-Learning	Oct 8, 2018	General ClassificationMeta-Learning	CodeCode Available	1
How Powerful are Graph Neural Networks?	Oct 1, 2018	General ClassificationGraph Classification	CodeCode Available	1
NICE: Noise Injection and Clamping Estimation for Neural Network Quantization	Sep 29, 2018	General ClassificationGPU	CodeCode Available	1
Deep Graph Infomax	Sep 27, 2018	General ClassificationInductive Learning	CodeCode Available	1
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning	Sep 17, 2018	General ClassificationLung Cancer Diagnosis	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