How do you access tree depth in Python’s scikit-learn?

Each instance of RandomForestClassifier has an estimators_ attribute, which is a list of DecisionTreeClassifier instances. The documentation shows that an instance of DecisionTreeClassifier has a tree_ attribute, which is an instance of the (undocumented, I believe) Tree class. Some exploration in the interpreter shows that each Tree instance has a max_depth parameter which appears to … Read more

Unexpected ConvertTo-Json results? Answer: it has a default -Depth of 2

Answer ConvertTo-Json has a -Depth parameter: Specifies how many levels of contained objects are included in the JSON representation. The default value is 2. Example To do a full round-trip with a JSON file you need to increase the -Depth for the ConvertTo-Json cmdlet: $Json | ConvertFrom-Json | ConvertTo-Json -Depth 9 TL;DR Probably because ConvertTo-Json … Read more

Python: maximum recursion depth exceeded while calling a Python object

Python don’t have a great support for recursion because of it’s lack of TRE (Tail Recursion Elimination). This means that each call to your recursive function will create a function call stack and because there is a limit of stack depth (by default is 1000) that you can check out by sys.getrecursionlimit (of course you … Read more

Hitting Maximum Recursion Depth Using Pickle / cPickle

From the docs: Trying to pickle a highly recursive data structure may exceed the maximum recursion depth, a RuntimeError will be raised in this case. You can carefully raise this limit with sys.setrecursionlimit(). Although your trie implementation may be simple, it uses recursion and can lead to issues when converting to a persistent data structure. … Read more

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