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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 701–750 of 14581 papers

TitleStatusHype
Student sentiment Analysis Using Classification With Feature Extraction Techniques—0
Classifications based on response times for detecting early-stage Alzheimer's disease—0
Learning to Combat Noisy Labels via Classification Margins—0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions—0
Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram SpacesCode0
Probabilistic Learning Vector Quantization on Manifold of Symmetric Positive Definite Matrices—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
Few-shot Image Classification with Multi-Facet Prototypes—0
Infant Cry Classification with Graph Convolutional Networks—0
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification—0
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models—0
Classification Models for Partially Ordered Sequences—0
Exponential Savings in Agnostic Active Learning through Abstention—0
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classificationCode1
Meta ordinal weighting net for improving lung nodule classification—0
Ultrasound Image Classification using ACGAN with Small Training DatasetCode0
A Simple yet Brisk and Efficient Active Learning Platform for Text ClassificationCode0
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained FeaturesCode1
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG DataCode0
If you've got it, flaunt it: Making the most of fine-grained sentiment annotations—0
Learning From Human CorrectionCode0
Regression or Classification? New Methods to Evaluate No-Reference Picture and Video Quality Models—0
Coupling innovation method and feasibility analysis of garbage classification—0
Hellinger Distance Weighted Ensemble for Imbalanced Data Stream Classification—0
ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models—0
Fine-tuning BERT-based models for Plant Health Bulletin ClassificationCode0
Deep Triplet Hashing Network for Case-based Medical Image RetrievalCode1
Optimal strategies for reject option classifiers—0
Classification Of Automotive Targets Using Inverse Synthetic Aperture Radar Images—0
Low Dimensional Convolutional Neural Network For Solar Flares GOES Time Series ClassificationCode0
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on TextCode0
CORL: Compositional Representation Learning for Few-Shot Classification—0
A Neural Few-Shot Text Classification Reality CheckCode1
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG dataCode1
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification—0
Bounds on mutual information of mixture data for classification tasks—0
Efficient Graph Deep Learning in TensorFlow with tf_geometricCode1
Privacy Information Classification: A Hybrid Approach—0
Similarity of Classification TasksCode0
Towards Robustness to Label Noise in Text Classification via Noise ModelingCode1
CNN with large memory layers—0
Multilingual and cross-lingual document classification: A meta-learning approachCode1
Logical-Combinatorial Approaches in Dynamic Recognition Problems—0
Average Localised Proximity: A new data descriptor with good default one-class classification performance—0
Pitfalls of Assessing Extracted Hierarchies for Multi-Class Classification—0
Supervised Momentum Contrastive Learning for Few-Shot Classification—0
Deep Learning for Scene Classification: A Survey—0
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document ClassificationCode0
ImageCHD: A 3D Computed Tomography Image Dataset for Classification of Congenital Heart DiseaseCode1
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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