General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1701–1725 of 14581 papers

Title	Date	Tasks	Status	Score
A Scalable Deep Neural Network Architecture for Multi-Building and Multi-Floor Indoor Localization Based on Wi-Fi Fingerprinting	Dec 6, 2017	General ClassificationIndoor Localization	CodeCode Available	5
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification	Jun 14, 2016	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance	Aug 26, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Evaluation of Dataflow through layers of Deep Neural Networks in Classification and Regression Problems	Jun 12, 2019	ClassificationGeneral Classification	CodeCode Available	5
Evaluation of Neural Architectures Trained with Square Loss vs Cross-Entropy in Classification Tasks	Jun 12, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels	Jan 3, 2019	ClassificationGeneral Classification	CodeCode Available	5
Evaluation of Performance Measures for Classifiers Comparison	Dec 18, 2011	General Classification	CodeCode Available	5
A scikit-based Python environment for performing multi-label classification	Feb 5, 2017	General ClassificationManagement	CodeCode Available	5
Eve: A Gradient Based Optimization Method with Locally and Globally Adaptive Learning Rates	Nov 4, 2016	General Classificationimage-classification	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Accelerating Monte Carlo Bayesian Inference via Approximating Predictive Uncertainty over Simplex	May 29, 2019	Adversarial AttackBayesian Inference	CodeCode Available	5
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
A Hierarchical Neural Attention-based Text Classifier	Oct 1, 2018	ClassificationGeneral Classification	CodeCode Available	5
A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble Construction	Jul 31, 2019	ClusteringGeneral Classification	CodeCode Available	5
A Fast and Robust TSVM for Pattern Classification	Nov 15, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
A Semantic Loss Function for Deep Learning with Symbolic Knowledge	Nov 29, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Mean Field Theory of Activation Functions in Deep Neural Networks	May 22, 2018	General Classification	CodeCode Available	5
Experiments with Universal CEFR Classification	Apr 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
Expert identification of visual primitives used by CNNs during mammogram classification	Mar 13, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	5
A Semi-Supervised Self-Organizing Map for Clustering and Classification	Jul 1, 2019	ClusteringGeneral Classification	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	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