Run
514324

Run 514324

Task 3796 (Supervised Classification) fri_c4_250_25 Uploaded 28-01-2016 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
0.3833
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.4505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3558
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.537
UserCPU time millis testing
0.048
UserCPU time millis training
0.489