Run
519559

Run 519559

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 04-02-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5281
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.0271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.6626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2285
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.634
UserCPU time millis testing
0.047
UserCPU time millis training
1.587