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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13351–13400 of 14581 papers

TitleStatusHype
On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification—0
Projective dictionary pair learning for pattern classification—0
Robust Classification Under Sample Selection Bias—0
Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings—0
Sentiment Lexicon Interpolation and Polarity Estimation of Objective and Out-Of-Vocabulary Words to Improve Sentiment Classification on Microblogging—0
Multiobjective Optimization and Unsupervised Lexical Acquisition for Named Entity Recognition and Classification—0
Predicting Useful Neighborhoods for Lazy Local Learning—0
Optimizing F-Measures by Cost-Sensitive Classification—0
Robust Logistic Regression and Classification—0
Parallel Feature Selection Inspired by Group Testing—0
Multivariate f-divergence Estimation With Confidence—0
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information—0
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in RCode0
Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities—0
Consistent Binary Classification with Generalized Performance Metrics—0
Large-Margin Convex Polytope Machine—0
Fast Prediction for Large-Scale Kernel Machines—0
An Analysis of Radicals-based Features in Subjectivity Classification on Simplified Chinese Sentences—0
Effective Use of Word Order for Text Categorization with Convolutional Neural NetworksCode0
Analysis of Learning from Positive and Unlabeled Data—0
Discriminative Metric Learning by Neighborhood Gerrymandering—0
Bundeli Folk-Song Genre Classification with kNN and SVM—0
Discriminative Unsupervised Feature Learning with Convolutional Neural NetworksCode0
Learning Multiple Tasks in Parallel with a Shared Annotator—0
Feature Cross-Substitution in Adversarial Classification—0
Latent Support Measure Machines for Bag-of-Words Data Classification—0
General Stochastic Networks for Classification—0
Efficient Optimization for Average Precision SVM—0
Extended and Unscented Gaussian Processes—0
Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection—0
Worst-Case Linear Discriminant Analysis as Scalable Semidefinite Feasibility Problems—0
The Treasure beneath Convolutional Layers: Cross-convolutional-layer Pooling for Image ClassificationCode0
Classification with Noisy Labels by Importance Reweighting—0
Flying Objects Detection from a Single Moving Camera—0
Signal Recovery on Graphs: Variation Minimization—0
LABR: A Large Scale Arabic Sentiment Analysis BenchmarkCode0
Image Classification and Retrieval from User-Supplied Tags—0
Encoding High Dimensional Local Features by Sparse Coding Based Fisher Vectors—0
Scale-Invariant Convolutional Neural Networks—0
Persistent Evidence of Local Image Properties in Generic ConvNets—0
The Application of Two-level Attention Models in Deep Convolutional Neural Network for Fine-grained Image Classification—0
Target Fishing: A Single-Label or Multi-Label Problem?—0
A Joint Probabilistic Classification Model of Relevant and Irrelevant Sentences in Mathematical Word Problems—0
Falling Rule Lists—0
Differentially Private Algorithms for Empirical Machine Learning—0
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites—0
Large-Margin Classification with Multiple Decision Rules—0
Attentional Neural Network: Feature Selection Using Cognitive FeedbackCode0
Joint cross-domain classification and subspace learning for unsupervised adaptation—0
Errata: Distant Supervision for Relation Extraction with Matrix Completion—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