Run
512355

Run 512355

Task 3749 (Supervised Classification) no2 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
0.5498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.9896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.45
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5502
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.55
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.55
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3417
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.356
UserCPU time millis testing
0.048
UserCPU time millis training
0.308