Run
523030

Run 523030

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 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
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16037.3692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5152
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.78
UserCPU time millis testing
0.159
UserCPU time millis training
6.621