Run
519993

Run 519993

Task 3730 (Supervised Classification) fri_c2_1000_50 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
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6953
Cross-validation details (10-fold Crossvalidation)
KB relative information score
690.0688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7826
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.515
UserCPU time millis testing
0.194
UserCPU time millis training
2.321