Bigml

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- Fixing bug: summarized path output failed when adding missing operators.

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- Adding REST API calls for association rules and local Association object.
- Adapting local model, cluster, anomaly and logistic regression objects
to new field type: items.
- Fixing bug: wrong value of giny impurity
- Fixing bug: local model summary failed occasionally when missings were used
in a numeric predicate.
- Fixing bug: wrong syntax in flatline filter method of the tree object.

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- Fixing bug: Logistic regression object failed to build when using input
fields or non-preferred fields in dataset.

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- Fixing bug: Anomaly object failed to generate the filter for new datasets
when text empty values were found.

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- Adding verify and protocol options to the existing Domain class constructor
to handle special installs.

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- Fixing bug: Local logistic regression predictions differ when input data
has contents in a text field but the terms involved do not appear in the
bag of words.