Run
8886006

Run 8886006

Task 145677 (Supervised Classification) Bioresponse Uploaded 16-03-2018 by Robin Vink
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Flow

sklearn.svm.classes.SVC(16)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(16)_C69.04627676741487
sklearn.svm.classes.SVC(16)_cache_size200
sklearn.svm.classes.SVC(16)_class_weightnull
sklearn.svm.classes.SVC(16)_coef00.0
sklearn.svm.classes.SVC(16)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(16)_degree9
sklearn.svm.classes.SVC(16)_gamma"auto"
sklearn.svm.classes.SVC(16)_kernel"poly"
sklearn.svm.classes.SVC(16)_max_iter-1
sklearn.svm.classes.SVC(16)_probabilityfalse
sklearn.svm.classes.SVC(16)_random_state0
sklearn.svm.classes.SVC(16)_shrinkingtrue
sklearn.svm.classes.SVC(16)_tol0.001
sklearn.svm.classes.SVC(16)_verbosefalse

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.

15 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
281.3657 ± 0.842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4577 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5423 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.5423 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9221 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6766 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.358 ± 0.0016
Cross-validation details (10-fold Crossvalidation)