SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 7201–7225 of 14581 papers

TitleStatusHype
Fairness-aware Classification: Criterion, Convexity, and Bounds—0
Fairness-enhancing interventions in stream classification—0
Fairness in Machine Learning with Tractable Models—0
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data—0
Fairness with Overlapping Groups—0
Fairness with Overlapping Groups; a Probabilistic Perspective—0
FairXGBoost: Fairness-aware Classification in XGBoost—0
Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection—0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case—0
Fake News Detection using Stance Classification: A Survey—0
Fake news stance detection using stacked ensemble of classifiers—0
Fake Reviews Detection through Analysis of Linguistic Features—0
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition—0
Falling Rule Lists—0
FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks—0
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach—0
Fantope Regularization in Metric Learning—0
Fase-AL -- Adaptation of Fast Adaptive Stacking of Ensembles for Supporting Active Learning—0
FASG: Feature Aggregation Self-training GCN for Semi-supervised Node Classification—0
Fashion and Apparel Classification using Convolutional Neural Networks—0
Fashion Style in 128 Floats: Joint Ranking and Classification Using Weak Data for Feature Extraction—0
Fast and accurate classification of echocardiograms using deep learning—0
Fast and accurate computation of orthogonal moments for texture analysis—0
Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition—0
Fast and Accurate Text Classification: Skimming, Rereading and Early Stopping—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