Run
566787

Run 566787

Task 42 (Supervised Classification) haberman Uploaded 25-04-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(7)Learner classif.ctree from package(s) party.
classif.ctree(7)_openml.seed1
classif.ctree(7)_openml.kindMersenne-Twister
classif.ctree(7)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.6017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7123
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1946
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.174
UserCPU time millis testing
0.031
UserCPU time millis training
0.143