Run
515143

Run 515143

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

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(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
0.6896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7047
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.3068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1709
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
0.7866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9682
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.632
UserCPU time millis testing
0.12
UserCPU time millis training
1.512