Run
510960

Run 510960

Task 10 (Supervised Classification) lymph 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
0.7559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.0343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1284
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7188
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7432
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7432
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9845
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.682
UserCPU time millis testing
0.087
UserCPU time millis training
0.595