Run
514164

Run 514164

Task 3639 (Supervised Classification) fri_c0_250_25 Uploaded 28-01-2016 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
0.7515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.9885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.248
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.752
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.752
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.996
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.379
UserCPU time millis testing
0.189
UserCPU time millis training
1.19