OpenML
523982

Run 523982

Task 9981 (Supervised Classification) cnae-9 Uploaded 12-02-2016 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
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.55
Cross-validation details (10-fold Crossvalidation)
KB relative information score
624.8425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0889
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Recall
0.6
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.45
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9487
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
135.304
UserCPU time millis testing
39.316
UserCPU time millis training
95.988