Run
571858

Run 571858

Task 3021 (Supervised Classification) sick Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(9)Learner classif.ctree from package(s) party.
classif.ctree(9)_openml.seed1
classif.ctree(9)_openml.kindMersenne-Twister
classif.ctree(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2860.1892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5802
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.011
UserCPU time millis testing
0.337
UserCPU time millis training
1.674