EvalNE v0.3.4

Documentation

• Release log update.
• Docstring improvements affecting some classes and functions.
• Improved Readme.md and docs files.

New features

• Included a bash script to control the number of threads used by numpy during execution.
• Included a new label binarization method ('prop') which binarizes predictions based on the number of positive/negative instances in the train data.
• The library now logs the logistic regression coefficients per method when LR or LRCV are used.
• Included a new performance metric, average precision for the LP, SP, and NR tasks.
• Parameter checks in the EvalSetup class for .ini configuration files can now be turned on or off.
• New parallel coordinates plot has been added to visualize method performance from output pickle files.

Miscellaneous

• Input type errors are now cached and logged and no longer cause the evaluation to crash.