Run
507648

Run 507648

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(4)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
63.7576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.5813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1462
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.239
UserCPU time millis testing
0.036
UserCPU time millis training
0.203