Run
509636

Run 509636

Task 9944 (Supervised Classification) user-knowledge 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
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.2511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0566
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8586
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8586
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6207
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.502
UserCPU time millis testing
0.065
UserCPU time millis training
0.437