Run
514679

Run 514679

Task 9969 (Supervised Classification) thoracic-surgery Uploaded 28-01-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.0437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1489
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.084
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.71
UserCPU time millis testing
0.097
UserCPU time millis training
0.613