SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7651–7700 of 14581 papers

TitleStatusHype
On Approximation Capabilities of ReLU Activation and Softmax Output Layer in Neural Networks—0
On Arrhythmia Detection by Deep Learning and Multidimensional Representation—0
On a scalable entropic breaching of the overfitting barrier in machine learning—0
On a scalable problem transformation method for multi-label learning—0
On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification—0
On b-bit min-wise hashing for large-scale regression and classification with sparse data—0
On Binary Classification in Extreme Regions—0
On Binary Classification with Single-Layer Convolutional Neural Networks—0
On Box-Cox Transformation for Image Normality and Pattern Classification—0
Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once—0
On Classification of Distorted Images with Deep Convolutional Neural Networks—0
On Classification with Bags, Groups and Sets—0
On Classifying the Effects of Policy Announcements on Volatility—0
On Clustering Time Series Using Euclidean Distance and Pearson Correlation—0
On Communication Complexity of Classification Problems—0
On Controllable Sparse Alternatives to Softmax—0
On Data Augmentation for Extreme Multi-label Classification—0
On deep speaker embeddings for text-independent speaker recognition—0
On Designing Machine Learning Models for Malicious Network Traffic Classification—0
On-Device Document Classification using multimodal features—0
On-Device Information Extraction from SMS using Hybrid Hierarchical Classification—0
On Distributed Quantization for Classification—0
On dynamic ensemble selection and data preprocessing for multi-class imbalance learning—0
On Early-stage Debunking Rumors on Twitter: Leveraging the Wisdom of Weak Learners—0
One-Class Classification: A Survey—0
One-class Classification Robust to Geometric Transformation—0
One-Class Classification: Taxonomy of Study and Review of Techniques—0
One-Class Feature Learning Using Intra-Class Splitting—0
One-Class Semi-Supervised Learning: Detecting Linearly Separable Class by its Mean—0
One-Class SVM with Privileged Information and its Application to Malware Detection—0
Augmenting Variational Autoencoders with Sparse Labels: A Unified Framework for Unsupervised, Semi-(un)supervised, and Supervised Learning—0
One-Shot Image Classification by Learning to Restore Prototypes—0
One-Shot learning based classification for segregation of plastic waste—0
One-shot learning by inverting a compositional causal process—0
One-Shot Learning using Mixture of Variational Autoencoders: a Generalization Learning approach—0
One-Shot Learning with Triplet Loss for Vegetation Classification Tasks—0
One Size Fits All? A simple LSTM for non-literal token and construction-level classification—0
One-Step or Two-Step Optimization and the Overfitting Phenomenon: A Case Study on Time Series Classification—0
One-step regression and classification with crosspoint resistive memory arrays—0
On evaluating CNN representations for low resource medical image classification—0
On Evaluating the Quality of Rule-Based Classification Systems—0
One-vs-All Models for Asynchronous Training: An Empirical Analysis—0
One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities—0
One-vs-Each Approximation to Softmax for Scalable Estimation of Probabilities—0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification—0
One vs Previous and Similar Classes Learning -- A Comparative Study—0
On Expected Accuracy—0
On Extending Neural Networks with Loss Ensembles for Text Classification—0
Interpretable feature subset selection: A Shapley value based approach—0
On Flat versus Hierarchical Classification in Large-Scale Taxonomies—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