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Binary Classification

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Showing 2401–2450 of 2574 papers

TitleStatusHype
Distributed and parallel time series feature extraction for industrial big data applicationsCode0
Online Classification with Complex Metrics—0
On statistical learning via the lens of compression—0
Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions—0
Image Aesthetic Assessment: An Experimental Survey—0
Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective—0
Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility—0
Earthquake magnitude prediction in Hindukush region using machine learning techniques—0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images—0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems—0
The Landscape of Empirical Risk for Non-convex Losses—0
A Multi-task Deep Network for Person Re-identification—0
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object TrackingCode0
Bayesian quantile additive regression treesCode0
Untrimmed Video Classification for Activity Detection: submission to ActivityNet ChallengeCode0
AdaNet: Adaptive Structural Learning of Artificial Neural NetworksCode0
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization—0
A new analytical approach to consistency and overfitting in regularized empirical risk minimization—0
Revisiting Visual Question Answering BaselinesCode0
Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems—0
NN-grams: Unifying neural network and n-gram language models for Speech Recognition—0
Holistic Features For Real-Time Crowd Behaviour Anomaly Detection—0
Logarithmic Time One-Against-Some—0
Multiple birth least squares support vector machine for multi-class classification—0
UTU at SemEval-2016 Task 10: Binary Classification for Expression Detection (BCED)—0
Deep learning hierarchical representations for image steganalysis—0
Contour Detection in Unstructured 3D Point Clouds—0
Ordinal Regression With Multiple Output CNN for Age Estimation—0
On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification—0
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task—0
Affective Lexicon Creation for the Greek Language—0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding—0
Scalable Gaussian Processes for Supervised Hashing—0
Reverse Engineering and Symbolic Knowledge Extraction on Łukasiewicz Fuzzy Logics using Linear Neural Networks—0
A generalized flow for multi-class and binary classification tasks: An Azure ML approach—0
A Streaming Algorithm for Crowdsourced Data Classification—0
Minimax Lower Bounds for Realizable Transductive Classification—0
Interactive algorithms: from pool to stream—0
LLSF - Learning Label Specific Features for Multi-Label ClassifcationCode0
Some Experimental Issues in Financial Fraud Detection: An Investigation—0
The Utility of Abstaining in Binary Classification—0
Precision-Recall-Gain Curves: PR Analysis Done RightCode0
Learning a Descriptor-Specific 3D Keypoint Detector—0
Predtron: A Family of Online Algorithms for General Prediction Problems—0
Fast Classification Rates for High-dimensional Gaussian Generative Models—0
Convergence rates of sub-sampled Newton methods—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Learning visual groups from co-occurrences in space and timeCode0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Handling Class Imbalance in Link Prediction using Learning to Rank Techniques—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified