Run
520377

Run 520377

Task 30 (Supervised Classification) page-blocks Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.8883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4070.8322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0135
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5968
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.598
UserCPU time millis testing
0.098
UserCPU time millis training
3.5