---
title: "Discussion on \"Calibration: the metric your ML dashboard is probably missing · tags: machinelearning, python, datascience\" | Hashnode"
description: "Discussion on \"Calibration: the metric your ML dashboard is probably missing · tags: machinelearning, python, datascience\". Most ML dashboards show accuracy. For any model that outputs probabilities, accuracy hides the thing that matters: is a \"70%\" really a 70%?\nThat's calibration — of all the times a model said 70%, do ~"
url: "https://hashnode.com/posts/calibration-the-metric-your-ml-dashboard-is-probably-missing-tags-machinelearning-python-datascience/6a5a92dc471060118eea5bee"
---

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# [Calibration: the metric your ML dashboard is probably missing · tags: machinelearning, python, datascience](https://neuportal.hashnode.dev/calibration-the-metric-your-ml-dashboard-is-probably-missing-tags-machinelearning-python-datascience?utm_source=hashnode&utm_medium=feed)

Most ML dashboards show accuracy. For any model that outputs probabilities, accuracy hides the thing that matters: is a "70%" really a 70%? That's calibration — of all the times a model said 70%, do ~

Jul 17 · 1 min read · neuportal.hashnode.dev  
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