Run
522752

Run 522752

Task 3618 (Supervised Classification) puma32H 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
0.6557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2551.5034
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3442
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6885
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1735
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.189
UserCPU time millis testing
0.063
UserCPU time millis training
11.126