Run
518813

Run 518813

Task 3512 (Supervised Classification) synthetic_control Uploaded 31-01-2016 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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8477
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
499.7402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0506
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6033
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.246
UserCPU time millis testing
0.057
UserCPU time millis training
4.189