Run
511009

Run 511009

Task 4001 (Supervised Classification) pc1_req Uploaded 27-01-2016 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
0.532
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.8889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4455
Cross-validation details (10-fold Crossvalidation)
Number of instances
320
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9204
Cross-validation details (10-fold Crossvalidation)
Recall
0.6656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2257
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.388
UserCPU time millis testing
0.042
UserCPU time millis training
0.346