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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 9851–9900 of 14581 papers

TitleStatusHype
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews—0
Utilizing Visual Forms of Japanese Characters for Neural Review Classification—0
Rate-optimal Meta Learning of Classification Error—0
Tumor Classification and Segmentation of MR Brain Images—0
Countering Adversarial Images using Input TransformationsCode0
Conditional Variance Penalties and Domain Shift RobustnessCode0
Calibration for Stratified Classification Models—0
Evolving Deep Convolutional Neural Networks for Image ClassificationCode0
Empirical analysis of non-linear activation functions for Deep Neural Networks in classification tasks—0
A Supervised STDP-based Training Algorithm for Living Neural Networks—0
DART: Distribution Aware Retinal Transform for Event-based Cameras—0
A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models—0
Fast Linear Model for Knowledge Graph EmbeddingsCode0
Computational Social Choice and Computational Complexity: BFFs?—0
Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Classification—0
Rough extreme learning machine: a new classification method based on uncertainty measure—0
Regularization approaches for support vector machines with applications to biomedical data—0
Training Probabilistic Spiking Neural Networks with First-to-spike DecodingCode0
Kernel Graph Convolutional Neural NetworksCode0
A Study on Topological Descriptors for the Analysis of 3D Surface Texture—0
A Bayesian Data Augmentation Approach for Learning Deep ModelsCode0
Dual Skipping Networks—0
Automatic Differentiation in PyTorchCode0
A Study of All-Convolutional Encoders for Connectionist Temporal Classification—0
Sample-level CNN Architectures for Music Auto-tagging Using Raw WaveformsCode0
Object Recognition by Using Multi-level Feature Point Extraction—0
Probability Series Expansion Classifier that is Interpretable by DesignCode0
Multi-level Residual Networks from Dynamical Systems View—0
Similarity-based Multi-label Learning—0
Multi-modal Aggregation for Video Classification—0
Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition—0
Convolutional Neural Network for Classification of Malware Assembly CodeCode0
Image Compression: Sparse Coding vs. Bottleneck Autoencoders—0
Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis—0
Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks—0
Improved Workflow for Unsupervised Multiphase Image Segmentation—0
InterpNET: Neural Introspection for Interpretable Deep LearningCode0
Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation—0
Big Data Classification Using Augmented Decision Trees—0
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models—0
Sparse Diffusion-Convolutional Neural Networks—0
Soft Methodology for Cost-and-error Sensitive Classification—0
Re-evaluating the need for Modelling Term-Dependence in Text Classification Problems—0
Supervised Classification: Quite a Brief Overview—0
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix—0
The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts—0
High Five: Improving Gesture Recognition by Embracing Uncertainty—0
Exploring the Use of Text Classification in the Legal Domain—0
Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—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