Run
509576

Run 509576

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 27-01-2016 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
0.585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.17
Cross-validation details (10-fold Crossvalidation)
KB relative information score
99.3278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3113
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.3775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.83
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2884
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.916
UserCPU time millis testing
0.187
UserCPU time millis training
0.729