Run
509574

Run 509574

Task 9953 (Supervised Classification) planning-relax Uploaded 27-01-2016 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
0.4769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-19.1968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Number of instances
182
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8662
Cross-validation details (10-fold Crossvalidation)
Recall
0.5824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6462
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4304
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.784
UserCPU time millis testing
0.451
UserCPU time millis training
4.333