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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 1301–1310 of 14581 papers

Title	Date	Tasks	Status	Hype
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network	Apr 5, 2021	Acoustic Scene ClassificationClassification	—Unverified	0
Robust Classification Under _0 Attack for the Gaussian Mixture Model	Apr 5, 2021	ClassificationGeneral Classification	—Unverified	0
Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling	Apr 3, 2021	Deep LearningGeneral Classification	—Unverified	0
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results	Apr 3, 2021	DiagnosticGeneral Classification	CodeCode Available	0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification	Apr 3, 2021	Binary ClassificationGeneral Classification	—Unverified	0
SetConv: A New Approach for Learning from Imbalanced Data	Apr 3, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems	Apr 3, 2021	Data AugmentationGeneral Classification	—Unverified	0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data	Apr 3, 2021	Binary ClassificationClassification	—Unverified	0
Resource-aware Time Series Imaging Classification for Wireless Link Layer Anomalies	Apr 2, 2021	Anomaly DetectionDynamic Time Warping	—Unverified	0
Learnable Dynamic Temporal Pooling for Time Series Classification	Apr 2, 2021	ClassificationDynamic Time Warping	CodeCode Available	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