General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2451–2475 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Diagnostic Classification Of Lung Nodules Using 3D Neural Networks	Mar 19, 2018	ClassificationComputed Tomography (CT)	CodeCode Available	5
Bayesian Nonparametric Federated Learning of Neural Networks	May 28, 2019	Federated LearningGeneral Classification	CodeCode Available	5
Binarized Neural Networks on the ImageNet Classification Task	Apr 11, 2016	ClassificationGeneral Classification	CodeCode Available	5
Did you offend me? Classification of Offensive Tweets in Hinglish Language	Oct 1, 2018	Abuse DetectionGeneral Classification	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Diffusion-Convolutional Neural Networks	Nov 6, 2015	ClassificationGeneral Classification	CodeCode Available	5
A Deep Neuro-Fuzzy Network for Image Classification	Dec 22, 2019	ClassificationGeneral Classification	CodeCode Available	5
Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification	Aug 19, 2019	General ClassificationLine Detection	CodeCode Available	5
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification	Feb 1, 2021	Binary ClassificationClassification	CodeCode Available	5
Binary Classification from Positive-Confidence Data	Oct 19, 2017	Binary ClassificationClassification	CodeCode Available	5
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM	Jun 8, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning	Jun 16, 2018	Binary ClassificationClassification	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Discovering Hidden Factors of Variation in Deep Networks	Dec 20, 2014	General Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification	Dec 1, 2018	Adversarial TextGeneral Classification	CodeCode Available	5
Discriminating sample groups with multi-way data	Jun 26, 2016	General Classification	CodeCode Available	5
Discriminative Active Learning	Jul 15, 2019	Active LearningBinary Classification	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks	Jun 26, 2014	General ClassificationGeometric Matching	CodeCode Available	5
Advancing GraphSAGE with A Data-Driven Node Sampling	Apr 29, 2019	General ClassificationGraph Neural Network	CodeCode Available	5
Learning Deep Graph Representations via Convolutional Neural Networks	Apr 5, 2020	General ClassificationGraph Classification	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	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