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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 1831–1840 of 14581 papers

Title	Date	Tasks	Status	Hype
FairXGBoost: Fairness-aware Classification in XGBoost	Sep 3, 2020	ClassificationFairness	—Unverified	0
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers	Sep 2, 2020	General Classification	—Unverified	0
Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation	Sep 2, 2020	ClassificationDecoder	—Unverified	0
Cost-aware Feature Selection for IoT Device Classification	Sep 2, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Robust Object Classification Approach using Spherical Harmonics	Sep 2, 2020	ClassificationData Augmentation	—Unverified	0
Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification	Sep 2, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1
Quantum Discriminator for Binary Classification	Sep 2, 2020	BIG-bench Machine LearningBinary Classification	—Unverified	0
Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification	Sep 1, 2020	Active LearningClassification	—Unverified	0
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces	Sep 1, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification	Sep 1, 2020	Cultural Vocal Bursts Intensity PredictionEmotion Recognition	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