Run
573205

Run 573205

Task 14966 (Supervised Classification) Bioresponse Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.gbm(9)Learner classif.gbm from package(s) gbm.
classif.gbm(9)_openml.seed1
classif.gbm(9)_openml.kindMersenne-Twister
classif.gbm(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3813
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
111.7655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.5423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9795
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1345.718
UserCPU time millis testing
624.791
UserCPU time millis training
720.927