Run
513512

Run 513512

Task 3554 (Supervised Classification) backache Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_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
0.5219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-22.8259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.7833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8951
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3459
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.986
UserCPU time millis testing
0.508
UserCPU time millis training
4.478