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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 3331–3340 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Arguing Machines: Human Supervision of Black Box AI Systems That Make Life-Critical Decisions	Oct 12, 2017	Autonomous DrivingGeneral Classification	CodeCode Available	0	5
Optimizing Black-box Metrics with Iterative Example Weighting	Feb 18, 2021	Domain AdaptationGeneral Classification	CodeCode Available	0	5
Optimizing Neural Network Hyperparameters with Gaussian Processes for Dialog Act Classification	Sep 27, 2016	Bayesian OptimizationDialog Act Classification	CodeCode Available	0	5
Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification	Feb 21, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep Learning	Jul 1, 2019	General Classification	CodeCode Available	0	5
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks	Aug 11, 2020	ClassificationEEG	CodeCode Available	0	5
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification	Dec 12, 2016	General Classificationimage-classification	CodeCode Available	0	5
Orthogonal Matching Pursuit for Text Classification	Jul 12, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Out-of-Domain Detection for Low-Resource Text Classification Tasks	Aug 31, 2019	BIG-bench Machine LearningClassification	CodeCode Available	0	5
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles	Apr 26, 2018	Ensemble LearningGeneral Classification	CodeCode Available	0	5

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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