Matplotlib Heatmap
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline

| threshold | precision | recall | |||||||
|---|---|---|---|---|---|---|---|---|---|
| mean | std | min | max | mean | std | min | max | ||
| 95 | 0.95 | 0.957283 | 0.060039 | 0.857143 | 1.0 | 0.442526 | 0.229691 | 0.100000 | 0.800000 |
| 96 | 0.96 | 0.957283 | 0.060039 | 0.857143 | 1.0 | 0.442526 | 0.229691 | 0.100000 | 0.800000 |
| 97 | 0.97 | 0.954832 | 0.064307 | 0.833333 | 1.0 | 0.410431 | 0.233079 | 0.100000 | 0.800000 |
| 98 | 0.98 | 0.944795 | 0.081874 | 0.750000 | 1.0 | 0.345867 | 0.206159 | 0.076923 | 0.727273 |
| 99 | 0.99 | 0.930672 | 0.106333 | 0.666667 | 1.0 | 0.283582 | 0.178153 | 0.076923 | 0.666667 |
Attempt at using my interactive matplotlib
Pictured below.
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