FFX Performance Test

gistfile1.py

def buildmodel():
    EPS = 0.001
    data = pandas.read_csv('iris.csv')
    xtrain = data.ix[:50,0:2]
    xtest  = data.ix[51:100,0:2]
    ytrain = data.ix[:50,2]
    ytest  = data.ix[51:100,2]

    # Use pandas.DataFrame
    models = ffx.run(xtrain, ytrain, xtest, ytest)
    return models


start = time.time()
models = buildmodel()
print 'total:', time.time()-start

## Main branch: 
## >>> total: 3.5075340271

## Cython branch:
## >>> total: 2.82764983177