General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3826–3850 of 14581 papers

Title	Date	Tasks	Status	Hype
Scalable Fine-grained Generated Image Classification Based on Deep Metric Learning	Dec 10, 2019	General Classificationimage-classification	—Unverified	0
Zero-shot Text Classification With Generative Language Models	Dec 10, 2019	ClassificationGeneral Classification	—Unverified	0
Transparent Classification with Multilayer Logical Perceptrons and Random Binarization	Dec 10, 2019	BinarizationClassification	CodeCode Available	1
A Two-Stage Approach to Few-Shot Learning for Image Recognition	Dec 10, 2019	Few-Shot LearningGeneral Classification	—Unverified	0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images	Dec 10, 2019	Binary ClassificationCancer Classification	—Unverified	0
Enhancing Learnability of classification algorithms using simple data preprocessing in fMRI scans of Alzheimer's disease	Dec 10, 2019	3D ClassificationGeneral Classification	CodeCode Available	0
SOLO: Segmenting Objects by Locations	Dec 10, 2019	ClusteringGeneral Classification	CodeCode Available	1
Arithmetic addition of two integers by deep image classification networks: experiments to quantify their autonomous reasoning ability	Dec 10, 2019	General Classificationimage-classification	CodeCode Available	0
Deep Relevance Regularization: Interpretable and Robust Tumor Typing of Imaging Mass Spectrometry Data	Dec 10, 2019	ClassificationGeneral Classification	—Unverified	0
Classification under local differential privacy	Dec 10, 2019	Binary ClassificationClassification	—Unverified	0
Appending Adversarial Frames for Universal Video Attack	Dec 10, 2019	ClassificationGeneral Classification	—Unverified	0
Statistically Robust Neural Network Classification	Dec 10, 2019	ClassificationGeneral Classification	CodeCode Available	0
A Novel Topology for End-to-end Temporal Classification and Segmentation with Recurrent Neural Network	Dec 10, 2019	ClassificationGeneral Classification	—Unverified	0
Neural Memory Networks for Seizure Type Classification	Dec 10, 2019	ClassificationEEG	—Unverified	0
DeepMUSIC: Multiple Signal Classification via Deep Learning	Dec 9, 2019	ClassificationDeep Learning	CodeCode Available	0
Modular Multimodal Architecture for Document Classification	Dec 9, 2019	ClassificationDocument Classification	CodeCode Available	0
Oversampling Log Messages Using a Sequence Generative Adversarial Network for Anomaly Detection and Classification	Dec 9, 2019	Anomaly DetectionClassification	—Unverified	0
Exploiting Dual-Gate Ambipolar CNFETs for Scalable Machine Learning Classification	Dec 9, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Learning Disentangled Representations via Mutual Information Estimation	Dec 9, 2019	DisentanglementGeneral Classification	CodeCode Available	0
Logistic regression models for aggregated data	Dec 9, 2019	Crop ClassificationGeneral Classification	—Unverified	0
Naive Gabor Networks for Hyperspectral Image Classification	Dec 9, 2019	ClassificationGeneral Classification	—Unverified	0
Selective Synthetic Augmentation with Quality Assurance	Dec 9, 2019	ClassificationData Augmentation	—Unverified	0
Decision Support System for Detection and Classification of Skin Cancer using CNN	Dec 9, 2019	General ClassificationImage Augmentation	—Unverified	0
Bi-Semantic Reconstructing Generative Network for Zero-shot Learning	Dec 9, 2019	General ClassificationGenerative Adversarial Network	CodeCode Available	0
Prediction of Sewer Pipe Deterioration Using Random Forest Classification	Dec 9, 2019	ClassificationGeneral 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	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