Run
512690

Run 512690

Task 9961 (Supervised Classification) sa-heart 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
0.5168
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.7382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2369
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.57
UserCPU time millis testing
0.048
UserCPU time millis training
0.522