Run
516553

Run 516553

Task 3898 (Supervised Classification) kc1-top5 Uploaded 29-01-2016 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
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.3853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0552
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1096
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3323
Cross-validation details (10-fold Crossvalidation)
Recall
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2284
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0284
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.224
UserCPU time millis testing
0.122
UserCPU time millis training
1.102