Run
515145

Run 515145

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

classif.IBk(5)Learner classif.IBk from package(s) RWeka.
classif.IBk(5)_seed1
classif.IBk(5)_kindMersenne-Twister
classif.IBk(5)_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
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.6662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0855
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
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2331
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2924
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6846
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.357
UserCPU time millis testing
1.458
UserCPU time millis training
1.899