Run
522958

Run 522958

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(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
0.5424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1003
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1420.2054
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1836
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.4493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.21
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
37.777
UserCPU time millis testing
0.137
UserCPU time millis training
37.64