General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3876–3900 of 14581 papers

Title	Date	Tasks	Status	Hype
Music Style Classification with Compared Methods in XGB and BPNN	Dec 3, 2019	ClassificationGeneral Classification	—Unverified	0
Less Is Better: Unweighted Data Subsampling via Influence Function	Dec 3, 2019	General Classificationimage-classification	CodeCode Available	0
A Hidden Variables Approach to Multilabel Logistic Regression	Dec 3, 2019	ClassificationGeneral Classification	—Unverified	0
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification	Dec 3, 2019	ClassificationComputational Efficiency	CodeCode Available	1
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization	Dec 3, 2019	General ClassificationLanguage Modeling	—Unverified	0
A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification	Dec 3, 2019	General ClassificationGeophysics	—Unverified	0
Sequential Classification with Empirically Observed Statistics	Dec 3, 2019	ClassificationGeneral Classification	—Unverified	0
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning	Dec 2, 2019	General ClassificationImage Classification	CodeCode Available	1
Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events	Dec 2, 2019	General ClassificationMachine Translation	—Unverified	0
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators	Dec 2, 2019	Dialogue Act ClassificationEmotional Dialogue Acts	CodeCode Available	0
Matrix sketching for supervised classification with imbalanced classes	Dec 2, 2019	ClassificationData Compression	—Unverified	0
Sparse Graph Attention Networks	Dec 2, 2019	ClassificationGeneral Classification	CodeCode Available	0
On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning	Dec 2, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Epistemic Uncertainty Quantification in Deep Learning Classification by the Delta Method	Dec 2, 2019	Deep LearningGeneral Classification	CodeCode Available	0
CNNs, LSTMs, and Attention Networks for Pathology Detection in Medical Data	Dec 2, 2019	ClassificationGeneral Classification	—Unverified	0
Multi-Scale Self-Attention for Text Classification	Dec 2, 2019	ClassificationGeneral Classification	—Unverified	0
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning	Dec 2, 2019	General Classificationimage-classification	CodeCode Available	0
Capacity of the covariance perceptron	Dec 2, 2019	Binary ClassificationClassification	—Unverified	0
BERT for Large-scale Video Segment Classification with Test-time Augmentation	Dec 2, 2019	General ClassificationVideo Understanding	—Unverified	0
FT-ClipAct: Resilience Analysis of Deep Neural Networks and Improving their Fault Tolerance using Clipped Activation	Dec 2, 2019	Autonomous DrivingGeneral Classification	CodeCode Available	0
Patchy Image Structure Classification Using Multi-Orientation Region Transform	Dec 2, 2019	ClassificationGeneral Classification	CodeCode Available	0
Multilabel reductions: what is my loss optimising?	Dec 1, 2019	General ClassificationInformation Retrieval	—Unverified	0
Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation	Dec 1, 2019	Domain AdaptationGeneral Classification	CodeCode Available	0
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification	Dec 1, 2019	ClassificationFew-Shot Learning	—Unverified	0
Speeding up Word Mover's Distance and its variants via properties of distances between embeddings	Dec 1, 2019	Document ClassificationGeneral Classification	CodeCode Available	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