Run
515134

Run 515134

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.bdk(3)Learner classif.bdk from package(s) kohonen.
classif.bdk(3)_seed1
classif.bdk(3)_kindMersenne-Twister
classif.bdk(3)_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
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.5406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8477
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.393
UserCPU time millis testing
0.041
UserCPU time millis training
1.352