Run
507193

Run 507193

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 27-01-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4021
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.1763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.44
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.56
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3363
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.16
UserCPU time millis testing
0.026
UserCPU time millis training
0.134