Run
7937312

Run 7937312

Task 10103 (Supervised Classification) volcanoes-a1 Uploaded 29-09-2017 by Anita Asprovska
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Flow

sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.cl asses.SVC)(2)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(12)_C1.0
sklearn.svm.classes.SVC(12)_cache_size200
sklearn.svm.classes.SVC(12)_class_weightnull
sklearn.svm.classes.SVC(12)_coef00.0
sklearn.svm.classes.SVC(12)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(12)_degree3
sklearn.svm.classes.SVC(12)_gamma"auto"
sklearn.svm.classes.SVC(12)_kernel"rbf"
sklearn.svm.classes.SVC(12)_max_iter-1
sklearn.svm.classes.SVC(12)_probabilitytrue
sklearn.svm.classes.SVC(12)_random_state57056
sklearn.svm.classes.SVC(12)_shrinkingtrue
sklearn.svm.classes.SVC(12)_tol0.001
sklearn.svm.classes.SVC(12)_verbosefalse
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_cvnull
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_error_score"raise"
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_fit_paramsnull
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_iidtrue
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_n_iter5
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_n_jobs1
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_param_distributions{"C": {"oml-python:serialized_object": "rv_frozen", "value": {"dist": "scipy.stats._continuous_distns.expon_gen", "a": 0.0, "b": Infinity, "args": [], "kwds": {"scale": 100}}}, "gamma": {"oml-python:serialized_object": "rv_frozen", "value": {"dist": "scipy.stats._continuous_distns.expon_gen", "a": 0.0, "b": Infinity, "args": [], "kwds": {"scale": 0.1}}}}
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_pre_dispatch"2*n_jobs"
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_random_state61981
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_refittrue
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_return_train_scoretrue
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_scoringnull
sklearn.model_selection._search.RandomizedSearchCV(estimator=sklearn.svm.classes.SVC)(2)_verbose0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

0.9853 ± 0.0049
Per class
Cross-validation details (10-fold Crossvalidation)
0.9905 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
0.9443 ± 0.0419
Cross-validation details (10-fold Crossvalidation)
2779.2428 ± 15.8301
Cross-validation details (10-fold Crossvalidation)
0.0138 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
0.0699 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
3252
Per class
Cross-validation details (10-fold Crossvalidation)
0.9909 ± 0.0065
Per class
Cross-validation details (10-fold Crossvalidation)
0.9908 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
0.6323
Cross-validation details (10-fold Crossvalidation)
0.9908 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
0.1973 ± 0.0363
Cross-validation details (10-fold Crossvalidation)
0.1864 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
0.061 ± 0.026
Cross-validation details (10-fold Crossvalidation)
0.3271 ± 0.1383
Cross-validation details (10-fold Crossvalidation)