SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 14551–14581 of 14581 papers

TitleStatusHype
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis—0
Automated Flower Classification over a Large Number of Classes—0
Extended Grassmann Kernels for Subspace-Based Learning—0
Adaptive Martingale Boosting—0
Efficient Sampling for Gaussian Process Inference using Control Variables—0
Hierarchical Fisher Kernels for Longitudinal Data—0
DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification—0
Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text—0
Linear Classification and Selective Sampling Under Low Noise Conditions—0
Supervised Dictionary Learning—0
Overlaying classifiers: a practical approach for optimal ranking—0
Nonparametric regression and classification with joint sparsity constraints—0
Support Vector Machines with a Reject Option—0
On the Efficient Minimization of Classification Calibrated Surrogates—0
Performance analysis for L\_2 kernel classification—0
Tighter Bounds for Structured Estimation—0
Localized Sliced Inverse Regression—0
Semi-supervised Learning with Weakly-Related Unlabeled Data : Towards Better Text Categorization—0
Scalable Algorithms for String Kernels with Inexact Matching—0
Relative Margin Machines—0
On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost—0
Using Deep Belief Nets to Learn Covariance Kernels for Gaussian Processes—0
Second Order Bilinear Discriminant Analysis for single trial EEG analysis—0
Support Vector Machine Classification with Indefinite Kernels—0
A Randomized Algorithm for Large Scale Support Vector Learning—0
DIFFRAC: a discriminative and flexible framework for clustering—0
GRIFT: A graphical model for inferring visual classification features from human data—0
Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification—0
Support vector machine based arrhythmia classification using reduced features—0
Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of ReviewsCode0
Thumbs up? Sentiment Classification using Machine Learning Techniques—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