Run
10154891

Run 10154891

Task 4423 (Supervised Classification) boston Uploaded 15-03-2019 by Gil Hoben
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Flow

sklearn.svm.classes.SVC(26)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(26)_C1.0
sklearn.svm.classes.SVC(26)_cache_size200
sklearn.svm.classes.SVC(26)_class_weightnull
sklearn.svm.classes.SVC(26)_coef00.0
sklearn.svm.classes.SVC(26)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(26)_degree3
sklearn.svm.classes.SVC(26)_gamma"auto_deprecated"
sklearn.svm.classes.SVC(26)_kernel"rbf"
sklearn.svm.classes.SVC(26)_max_iter-1
sklearn.svm.classes.SVC(26)_probabilityfalse
sklearn.svm.classes.SVC(26)_random_state52415
sklearn.svm.classes.SVC(26)_shrinkingtrue
sklearn.svm.classes.SVC(26)_tol0.001
sklearn.svm.classes.SVC(26)_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.

17 Evaluation measures

Area under ROC curve
0.5574 ± 0.0374
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5429 ± 0.05
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1306 ± 0.0841
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1141.458 ± 3.6459
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3706 ± 0.035
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4849 ± 0.001
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
5060
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.6846 ± 0.1006
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6294 ± 0.035
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6294 ± 0.035
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7641 ± 0.0716
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4924 ± 0.001
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6087 ± 0.0287
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2363 ± 0.0573
Cross-validation details (10 times 10-fold Crossvalidation)