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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 3681–3690 of 14581 papers

Title	Date	Tasks	Status	Hype
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images	Jan 6, 2020	General Classification	CodeCode Available	1
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer Learning	Jan 6, 2020	General ClassificationTransfer Learning	CodeCode Available	1
Cooperative Initialization based Deep Neural Network Training	Jan 5, 2020	General Classification	—Unverified	0
Prediction of MRI Hardware Failures based on Image Features using Time Series Classification	Jan 5, 2020	General ClassificationTime Series	—Unverified	0
Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification	Jan 4, 2020	ClassificationClustering	—Unverified	0
Adapting Deep Learning for Sentiment Classification of Code-Switched Informal Short Text	Jan 4, 2020	ClassificationGeneral Classification	CodeCode Available	0
FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification	Jan 4, 2020	ClassificationDeep Learning	CodeCode Available	0
COPD Classification in CT Images Using a 3D Convolutional Neural Network	Jan 4, 2020	ClassificationComputed Tomography (CT)	—Unverified	0
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification	Jan 4, 2020	Action ClassificationActivity Prediction	CodeCode Available	0
Fourier Transform Approach to Machine Learning III: Fourier Classification	Jan 3, 2020	BIG-bench Machine LearningClassification	—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