Run
520614

Run 520614

Task 3672 (Supervised Classification) kin8nm 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
0.7025
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3287.8143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2992
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7008
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0941
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.752
UserCPU time millis testing
0.043
UserCPU time millis training
3.709