General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6251–6275 of 14581 papers

Title	Date	Tasks	Status	Hype
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks	Mar 8, 2019	ClassificationGeneral Classification	—Unverified	0
Approximating Optimisation Solutions for Travelling Officer Problem with Customised Deep Learning Network	Mar 8, 2019	Deep LearningGeneral Classification	—Unverified	0
Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning	Mar 8, 2019	General ClassificationQuestion Answering	—Unverified	0
Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning	Mar 8, 2019	Binary Classificationfeature selection	—Unverified	0
Research on the pixel-based and object-oriented methods of urban feature extraction with GF-2 remote-sensing images	Mar 8, 2019	ClassificationGeneral Classification	—Unverified	0
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification	Mar 8, 2019	ClassificationGeneral Classification	CodeCode Available	0
Should we Reload Time Series Classification Performance Evaluation ? (a position paper)	Mar 8, 2019	General ClassificationPosition	—Unverified	0
SeizureNet: Multi-Spectral Deep Feature Learning for Seizure Type Classification	Mar 8, 2019	ClassificationEEG	CodeCode Available	0
Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data	Mar 7, 2019	General ClassificationInformation Retrieval	—Unverified	0
Detection of Advanced Malware by Machine Learning Techniques	Mar 7, 2019	BIG-bench Machine Learningfeature selection	—Unverified	0
Label Embedded Dictionary Learning for Image Classification	Mar 7, 2019	ClassificationDictionary Learning	CodeCode Available	0
Deep CNN-based Multi-task Learning for Open-Set Recognition	Mar 7, 2019	DecoderGeneral Classification	CodeCode Available	0
Analysis Dictionary Learning: An Efficient and Discriminative Solution	Mar 7, 2019	Dictionary LearningGeneral Classification	—Unverified	0
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics	Mar 7, 2019	BenchmarkingClustering	CodeCode Available	0
The Variational Predictive Natural Gradient	Mar 7, 2019	General ClassificationVariational Inference	CodeCode Available	0
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples	Mar 7, 2019	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	1
Weakly Supervised Complementary Parts Models for Fine-Grained Image Classification from the Bottom Up	Mar 7, 2019	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	0
ViTOR: Learning to Rank Webpages Based on Visual Features	Mar 7, 2019	General Classificationimage-classification	—Unverified	0
Limiting Network Size within Finite Bounds for Optimization	Mar 7, 2019	AttributeBinary Classification	—Unverified	0
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss	Mar 7, 2019	Domain AdaptationGeneral Classification	CodeCode Available	0
SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification	Mar 6, 2019	General Classification	CodeCode Available	0
Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification	Mar 6, 2019	ClassificationGeneral Classification	—Unverified	0
Transfer feature generating networks with semantic classes structure for zero-shot learning	Mar 6, 2019	General ClassificationZero-Shot Learning	—Unverified	0
Relational Pooling for Graph Representations	Mar 6, 2019	General ClassificationGraph Classification	CodeCode Available	0
Detecting Overfitting via Adversarial Examples	Mar 6, 2019	General Classificationimage-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