General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2901–2925 of 14581 papers

Title	Date	Tasks	Status	Score
In Defense of the Triplet Loss for Person Re-Identification	Mar 22, 2017	General ClassificationMetric Learning	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset Mining	May 24, 2019	General ClassificationInductive logic programming	CodeCode Available	5
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification	Apr 10, 2019	General ClassificationSentiment Analysis	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	5
InfiniteBoost: building infinite ensembles with gradient descent	Jun 4, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Influence of Image Classification Accuracy on Saliency Map Estimation	Jul 27, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components	Dec 1, 2019	Adversarial AttackClassification	CodeCode Available	5
Classification by Re-generation: Towards Classification Based on Variational Inference	Sep 10, 2018	ClassificationDecoder	CodeCode Available	5
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms	Aug 18, 2012	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	5
Integral Object Mining via Online Attention Accumulation	Oct 1, 2019	General ClassificationObject	CodeCode Available	5
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification	Mar 23, 2019	ClassificationGeneral Classification	CodeCode Available	5
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Interactive Attention Networks for Aspect-Level Sentiment Classification	Sep 4, 2017	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	5
Interactive Learning from Multiple Noisy Labels	Jul 24, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Interactive Refinement of Cross-Lingual Word Embeddings	Nov 8, 2019	Active LearningCross-Lingual Word Embeddings	CodeCode Available	5
Deep Gamblers: Learning to Abstain with Portfolio Theory	Jun 29, 2019	ClassificationGeneral Classification	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