Run
507186

Run 507186

Task 3694 (Supervised Classification) fri_c1_100_5 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
0.7384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.2715
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.25
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.005
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.438
UserCPU time millis testing
0.322
UserCPU time millis training
8.116