Run
519791

Run 519791

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 05-02-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4091
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.9254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.434
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.566
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.566
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6588
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3292
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.108
UserCPU time millis testing
0.11
UserCPU time millis training
1.998