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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 2201–2250 of 14581 papers

TitleStatusHype
Robust Bayesian Classification Using an Optimistic Score RatioCode0
Few-Shot One-Class Classification via Meta-LearningCode1
A Nearest Neighbor Characterization of Lebesgue Points in Metric Measure Spaces—0
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment—0
Multivariate Time Series Classification Using Spiking Neural Networks—0
Machine Learning Classification of Kuiper Belt PopulationsCode0
C2G-Net: Exploiting Morphological Properties for Image Classification—0
Classification with 2-D Convolutional Neural Networks for breast cancer diagnosisCode0
Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network—0
Machine Learning with the Sugeno Integral: The Case of Binary Classification—0
Deep Learning for Apple Diseases: Classification and Identification—0
Leveraging Class Hierarchies with Metric-Guided Prototype LearningCode1
Deep Contextual Embeddings for Address Classification in E-commerce—0
Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network EmbeddingCode1
Learning the Prediction Distribution for Semi-Supervised Learning with Normalising FlowsCode0
AM-GCN: Adaptive Multi-channel Graph Convolutional Networks—0
Estimation of Ground Contacts from Human Gait by a Wearable Inertial Measurement Unit using machine learning—0
Rethinking Bottleneck Structure for Efficient Mobile Network DesignCode1
Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approachCode1
Text Data Augmentation: Towards better detection of spear-phishing emails—0
Efficient and accurate object detection with simultaneous classification and trackingCode0
Building a Competitive Associative Classifier—0
Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete PipelineCode1
ProtoryNet - Interpretable Text Classification Via Prototype TrajectoriesCode0
Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification—0
Selecting Regions of Interest in Large Multi-Scale Images for Cancer Pathology—0
Explainable Deep One-Class ClassificationCode1
A Novel BGCapsule Network for Text Classification—0
Can We Achieve More with Less? Exploring Data Augmentation for Toxic Comment ClassificationCode0
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?Code0
Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification—0
Quantum Ensemble for ClassificationCode0
Outlier Detection through Null Space Analysis of Neural Networks—0
Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review—0
MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes—0
Deep brain state classification of MEG dataCode0
Learning ordered pooling weights in image classificationCode0
Image Analysis Based on Nonnegative/Binary Matrix Factorization—0
Efficient estimation of the ANOVA mean dimension, with an application to neural net classification—0
Transformers on Sarcasm Detection with Context—0
Second Order PAC-Bayesian Bounds for the Weighted Majority VoteCode1
An ensemble learning framework based on group decision making—0
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity—0
Measuring Robustness to Natural Distribution Shifts in Image ClassificationCode1
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers—0
Private Speech Classification with Secure Multiparty Computation—0
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification—0
Unbiased Loss Functions for Extreme Classification With Missing Labels—0
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold MixupCode1
Classification and Analysis of Neologisms Produced by Learners of Spanish: Effects of Proficiency and Task—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified