Run
514388

Run 514388

Task 9903 (Supervised Classification) autoUniv-au7-500 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.6547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.498
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.498
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1581
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.311
UserCPU time millis testing
0.092
UserCPU time millis training
0.219