Run
508268

Run 508268

Task 3742 (Supervised Classification) fri_c4_100_10 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
0.5379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.5491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.44
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.56
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.56
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.329
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.172
UserCPU time millis testing
0.024
UserCPU time millis training
0.148