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gplobo / data_incubator

Application to data incubator program
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Random forest histograms #1

Open gplobo opened 4 years ago

gplobo commented 4 years ago

histograms

gplobo commented 4 years ago

This histograms shows the probability distribution of lead being present in drinking water. The upper figure shows the measured data, while the lower one shows the modeled data using random forest. The model was trained with a 40% of the total data and provided excellent results (see confusion matrix in other asset). The histogram categories represent the following: 0: P(lead)=0. 1: P(lead)<0.2. 2: P(lead)<0.4. 3: P(lead)<0.6. 4: P(lead)<0.8. 5: P(lead)=1.