Run
516855

Run 516855

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 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
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4507
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.5415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1683
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
0.5541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0392
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.305
UserCPU time millis testing
0.107
UserCPU time millis training
2.198