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Classification Metrics

4 papers with code · Computer Code

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PyCM: Multiclass confusion matrix library in Python

The Journal of Open Source Software 2018 sepandhaghighi/pycm

PyCM is a multi-class confusion matrix library written in Python that supports both input data vectors and direct matrix, and a proper tool for post-classification model evaluation that supports most classes and overall statistics parameters.

CLASSIFICATION METRICS

Using Pre-Training Can Improve Model Robustness and Uncertainty

28 Jan 2019hendrycks/pre-training

He et al. (2018) have called into question the utility of pre-training by showing that training from scratch can often yield similar performance to pre-training.

CALIBRATION CLASSIFICATION METRICS OUT-OF-DISTRIBUTION DETECTION

weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming

11 Sep 2017inkyusa/weedNet

In this paper, we present an approach for dense semantic weed classification with multispectral images collected by a micro aerial vehicle (MAV).

CLASSIFICATION METRICS

Leveraging Knowledge Bases And Parallel Annotations For Music Genre Translation

18 Jul 2019deezer/MusicGenreTranslation

Here, we choose a new angle for the genre study by seeking to predict what would be the genres of musical items in a target tag system, knowing the genres assigned to them within source tag systems.

CLASSIFICATION METRICS