Run
514320

Run 514320

Task 3796 (Supervised Classification) fri_c4_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
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.0713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6933
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1776
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.076
UserCPU time millis testing
0.138
UserCPU time millis training
0.938