Questions tagged [confusion-matrix]
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Binary Classification Model Comparison - Interpretation of Training, Test and Validation Set Performance
I am looking for some advice regarding the best choice of binary classification model based on training, validation and test set results. Model 1 (results in 1st image) shows better test set results ...
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Metrics using batches v/s metrics using full dataset
I am using training an image classification model using the pre-trained mobile network. During training, I am seeing very high values (more than 70%) for Accuracy, Precision, Recall, and F1-score on ...
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Confusion Matrix Measures vs Accuracy level in Neural Network Model
I'm working on a classification machine learning problem with two classes: high and low, which are derived from another numerical column x. Previously, if x>100, the sample is considered ...
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Impact of imbalanced dataset on CNN model performance
I trained a 1D CNN model to model bacterial plate count based on time series data of water temperature. Bacterial place count is numerical, based on which I created two category variables, namely &...
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