Run
523632

Run 523632

Task 9949 (Supervised Classification) micro-mass Uploaded 10-02-2016 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
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
317.1239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
360
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5031
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
217.996
UserCPU time millis testing
84.772
UserCPU time millis training
133.224