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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 2951–2960 of 14581 papers

Title	Date	Tasks	Status	Hype
Causality-aware counterfactual confounding adjustment for feature representations learned by deep models	Apr 20, 2020	counterfactualGeneral Classification	—Unverified	0
Data Augmentation Imbalance For Imbalanced Attribute Classification	Apr 19, 2020	AttributeClassification	—Unverified	0
Classification using Hyperdimensional Computing: A Review	Apr 19, 2020	BinarizationClassification	—Unverified	0
Multi-level Binarized LSTM in EEG Classification for Wearable Devices	Apr 19, 2020	ClassificationEEG	—Unverified	0
ktrain: A Low-Code Library for Augmented Machine Learning	Apr 19, 2020	BIG-bench Machine LearningClassification	CodeCode Available	2
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery	Apr 19, 2020	ClassificationDeep Learning	—Unverified	0
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification	Apr 19, 2020	BinarizationClassification	—Unverified	0
Fast Gradient Descent Algorithm for Image Classification with Neural Networks	Apr 18, 2020	ClassificationGeneral Classification	CodeCode Available	0
DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture	Apr 18, 2020	Anomaly DetectionClassification	CodeCode Available	0
Self-Supervised Representation Learning on Document Images	Apr 18, 2020	Classificationdocument-image-classification	—Unverified	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