Run
516878

Run 516878

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.0624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1561
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.6098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3951
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0008
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.554
UserCPU time millis testing
0.169
UserCPU time millis training
0.385