Run
510957

Run 510957

Task 10 (Supervised Classification) lymph 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
0.6026
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.5168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1993
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2267
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.099
UserCPU time millis testing
0.55
UserCPU time millis training
1.549