Run
515278

Run 515278

Task 3617 (Supervised Classification) fri_c4_1000_10 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
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
675.2769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8033
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.817
UserCPU time millis testing
0.433
UserCPU time millis training
21.384