I want to build a heatmap where on Y-axis will be number of trees, on X number of leafs, and in the center auc-roc Here is my code
df = pd.DataFrame(store,columns = ['n_trees' , 'n_leafs', 'auc-roc'])
df.set_index(['n_trees'], inplace=True)
ax = sns.heatmap(df)
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My dataframe looks like this:
n_leafs auc-roc
n_trees
10 1 0.7
10 3 0.892529
10 5 0.107495
159 1 0.155
159 3 0.7581
... ... ...
1202 3 0.420
1202 5 0.422
1351 1 0.398
1351 3 0.273
1351 …
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