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problem in search_param function #5

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Abdou24MR opened this issue Aug 17, 2018 · 3 comments
Open

problem in search_param function #5

Abdou24MR opened this issue Aug 17, 2018 · 3 comments

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@Abdou24MR
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i tried thies example:

`import elm

data = elm.read("C:/Users/abdel/Downloads/elmdevel/tests/data/iris.data")

elmk = elm.ELMKernel()

elmk.search_param(data, cv="kfold", of="accuracy", eval=10)

tr_set, te_set = elm.split_sets(data, training_percent=.8, perm=True)

tr_result = elmk.train(tr_set)
te_result = elmk.test(te_set)

print(te_result.get_accuracy)`

and i have this prolem:

C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\deap\tools_hypervolume\pyhv.py:33: ImportWarning: Falling back to the python version of hypervolume module. Expect this to be very slow.
"module. Expect this to be very slow.", ImportWarning)
elmk

Start search

Traceback (most recent call last):
File "C:/Users/abdel/PycharmProjects/Test1/test1.py", line 7, in
elmk.search_param(data, cv="kfold", of="accuracy", eval=10)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\elm\elmk.py", line 489, in search_param
param_kernel=param_ranges[1])
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\api.py", line 212, in minimize
pmap=pmap)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\api.py", line 245, in optimize
solution, report = solver.optimize(f, maximize, pmap=pmap)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\solvers\CMAES.py", line 154, in optimize
halloffame=hof, verbose=False)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\deap\algorithms.py", line 486, in eaGenerateUpdate
fitnesses = toolbox.map(toolbox.evaluate, population)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\solvers\CMAES.py", line 147, in evaluate
individual)])),)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\functions.py", line 286, in wrapped_f
value = f(*args, **kwargs)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\functions.py", line 341, in wrapped_f
return f(*args, **kwargs)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\constraints.py", line 150, in wrapped_f
return f(*args, **kwargs)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\constraints.py", line 128, in wrapped_f
return f(*args, **kwargs)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\optunity\constraints.py", line 265, in func
return f(*args, **kwargs)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\elm\elmk.py", line 426, in wrapper_1param
dataprocess=dataprocess)
File "C:\Users\abdel\PycharmProjects\Test1\venv\lib\site-packages\elm\mltools.py", line 776, in kfold_cross_validation
folds.append(database[k * fold_size: (k + 1) * fold_size, :])
TypeError: slice indices must be integers or None or have an index method

Process finished with exit code 1

@pattanayakarunima
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i am facing the same problem

@acba
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acba commented Nov 13, 2018

Could you try again ?

I just updated all libraries to their last versions, i got it working fine.
The only problem is some warnings from 'deap'.

@Abdou24MR
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i just try it, like you say , i got some problem from 'deap'

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