Run
516858

Run 516858

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.7233
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.8547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1707
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
0.564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0467
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.728
UserCPU time millis testing
1.506
UserCPU time millis training
2.222