Run
507678

Run 507678

Task 3491 (Supervised Classification) hayes-roth 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
0.5611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1297
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.8614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2834
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.338
UserCPU time millis testing
0.219
UserCPU time millis training
12.119